diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/alexnet3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/alexnet3.txt
deleted file mode 100644
index e9118452b085432a8ffe28674cb985fe00ca75f9..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/alexnet3.txt
+++ /dev/null
@@ -1,91 +0,0 @@
-4650.778334
-+++++
-conf1 1 1 78.051000325 1.048499512499994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf2 1.0 1.000537467642168 78.113499925 0.9547501125000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf3 1.0 1.001729400037653 77.941999725 1.2120004124999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf4 1.0 1.001729400037653 77.92550035 1.2367494750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf5 1.0 1.0 77.981501175 1.152748237499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf6 1.0 1.001729400037653 77.9790006 1.1564990999999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf7 1.0 0.9988207866576465 78.032500275 1.0762495874999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf8 1.0 1.001729400037653 78.0065002 1.1152496999999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
-+++++
-conf9 1.0 1.001729400037653 78.0029999 1.120500149999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index bd31c04361a28f695efd338d284b74c8eb5477eb..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,851 +0,0 @@
-31011.281143999997
-+++++
-conf1 1 1 78.75 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-6 gpu mul fp32 1 add fp32 1
-7 gpu softmax fp32 1
------
-+++++
-conf1 1.6091702079525512 1.6729926286811392 78.559998 0.5900020000000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf2 1.564576571997357 1.619382718219476 78.279991 0.7050135000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf3 1.6097064538573358 1.6734590531009352 78.480003 0.6699970000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf4 1.6511383741023427 1.7059940752478937 78.139999 0.9150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf5 1.564548155630541 1.6253085672558667 78.199997 0.8250045000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf6 1.518107089680561 1.5687386968130648 78.840004 0.3099960000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf7 1.6444726666105876 1.7174001348684558 78.180008 0.8549879999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf8 1.5645339478342102 1.6194060193042326 78.400002 0.524996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf9 1.6442886879404208 1.699874851735579 78.219994 0.7950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf10 1.7820488258085965 1.8335966723222024 78.55999 0.5900100000000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf11 1.678490974897254 1.7360856326762704 78.139999 0.9150014999999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf12 1.6097064538573358 1.6734590531009352 78.480003 0.6699970000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf13 1.6089164092837285 1.665226190586269 78.400002 0.524996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf14 1.6439130110645057 1.7169088980541447 78.119995 0.9450074999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf15 1.6091702079525512 1.6729926286811392 78.559998 0.5900020000000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf16 1.6080837775003527 1.6641928877537833 78.400009 0.5249865000000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf17 1.5489912219689028 1.6072890859948716 78.139999 0.9150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf18 1.6972982150226115 1.7748884271880703 77.979996 1.1550060000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf19 1.5975728076046638 1.666956654040257 77.719994 1.5450090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf20 1.791682625283598 1.8572916435355342 77.639999 1.6650014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf21 1.7911855340255858 1.8652598683637025 77.599998 1.725003000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf22 1.7891765784658615 1.8537552284824181 77.68 1.6049999999999898
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf23 1.6984536972944513 1.7763256103625453 77.580002 1.7549970000000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf24 2.0078642127133284 2.0660325144570044 77.479996 1.9050060000000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf25 1.9556320355258012 2.0031286953798344 78.060005 1.0349924999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf26 2.007185601964454 2.0664151235985835 77.500008 1.874988000000009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf27 1.7905215839058835 1.8646804184283465 77.639999 1.6650014999999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf28 1.7996867935582643 1.8715501945350324 77.639999 1.6650014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf29 1.8925545427728858 1.9692131699908344 77.499992 1.875011999999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf30 1.824756765463198 1.8864826815150741 78.040001 1.0649984999999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf31 1.8927613080352281 1.9691984035336152 77.580002 1.7549970000000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf32 1.7503668721395171 1.8125277426779671 77.879997 1.3050044999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf33 1.824756765463198 1.8864826815150741 78.040001 1.0649984999999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf34 1.678490974897254 1.7360856326762704 78.139999 0.9150014999999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf35 1.642779177528471 1.7076423843094581 77.939995 1.2150075000000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf36 1.7915522061270712 1.8641882406528716 77.5 1.875
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf37 1.6442886879404208 1.699874851735579 78.219994 0.7950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf38 2.0073493067300174 2.057944483808713 77.540001 1.8149984999999944
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf39 1.790706654462358 1.864667178066886 77.860001 1.3349985000000046
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf40 1.790207361771224 1.855037428537011 77.659996 1.63500599999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf41 1.7159336136695755 1.7821583500616538 77.219994 2.2950090000000003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf42 1.6986583713184358 1.7777731461982564 77.659996 1.63500599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf43 1.6341536416465858 1.697020595020284 76.900002 2.774996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf44 1.8440909817599092 1.9265733682580466 77.339996 2.115006000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf45 1.6880757304417324 1.7564702738933553 76.860001 2.8349985000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf46 1.7602106093022023 1.8365770708703015 77.139999 2.4150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf47 1.9099966502992944 1.9798539086699938 76.759995 2.9850074999999947
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf48 1.6992065824024092 1.7720349765661374 77.040001 2.5649984999999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf49 1.6614297825150774 1.730742095662371 77.619995 1.6950074999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf50 1.905681301231395 1.949921394835349 77.180008 2.3549879999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf51 1.8697863332177989 1.9488391129045233 77.340004 2.11499400000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf52 1.9348348860048072 2.0085101797752185 77.199997 2.3250045000000057
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf53 1.6805597333756943 1.7624617246004592 77.139999 2.4150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf54 1.8451289414628855 1.9376017709376558 77.139999 2.4150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf55 1.6313992484110105 1.7091348915082456 77.080002 2.50499700000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf56 2.0670993257880816 2.148121717391756 77.300003 2.1749954999999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf57 1.6984918373502687 1.777785181298956 77.379997 2.0550044999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf58 1.5808807766121127 1.6409890514267724 76.819992 2.8950120000000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf59 1.8444244059305863 1.9369765103722105 76.959999 2.6850015000000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf60 1.6985085823061083 1.7849012712771173 77.259995 2.2350074999999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf61 1.9776543886572877 2.0659912022574924 76.959999 2.6850015000000056
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf62 2.0668527194702353 2.1481392891584776 76.900002 2.774996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf63 1.7160000791452272 1.7754691082260683 76.779999 2.9550014999999945
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf64 1.8637201755208712 1.9231551104564077 76.840004 2.86499400000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf65 1.9111713938648998 1.981316549652133 76.979996 2.655006
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf66 2.075170491809673 2.1555744237743313 77.520004 1.8449939999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf67 1.9778801677356392 2.0659749487302403 76.919998 2.74500299999999
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf68 1.7205074779737635 1.774455217673381 76.940002 2.7149969999999897
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf69 1.7257705030971877 1.7985868705858434 77.980003 1.1549955000000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf70 1.799958383094392 1.8864346864721093 77.279999 2.2050014999999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf71 1.7608522662109565 1.8371391835479975 76.880005 2.8049925000000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf72 1.8627454998607431 1.9349498707859913 77.019997 2.5950044999999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf73 1.980381055610797 2.0705767614867083 76.780006 2.9549909999999997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf74 2.0122302607233347 2.0798308113611688 76.900002 2.774996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf75 1.911529518767067 1.9923209859664393 77.0 2.625
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf76 1.8429972322786954 1.925190407149862 77.139999 2.4150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf77 1.6781149458895284 1.7348866145083979 77.479996 1.9050060000000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf78 1.7843822517212167 1.8462083341968492 77.339996 2.115006000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf79 1.9122862631989606 1.9929824937455296 77.340004 2.11499400000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf80 1.7160532552331338 1.7758543151134123 76.900002 2.774996999999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf81 1.698556958477677 1.7711286668135997 76.940002 2.7149969999999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf82 1.698609058975078 1.7715119923900264 76.759995 2.9850074999999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf83 1.758910739929897 1.8259777791952332 76.82 2.8950000000000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf84 2.0130048250241828 2.081537764342262 76.779991 2.955013500000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index cb3910241b2c8f3e74ef67fcd2912fbb3e58d7ff..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,381 +0,0 @@
-31011.281143999997
-+++++
-conf1 1 1 78.75 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-6 gpu mul fp32 1 add fp32 1
-7 gpu softmax fp32 1
------
-+++++
-conf1 1.6091702079525512 1.6729926286811392 78.559998 0.5900020000000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf2 1.564576571997357 1.619382718219476 78.279991 0.7050135000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf3 1.6097064538573358 1.6734590531009352 78.480003 0.6699970000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf4 1.6511383741023427 1.7059940752478937 78.139999 0.9150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf5 1.564548155630541 1.6253085672558667 78.199997 0.8250045000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf6 1.518107089680561 1.5687386968130648 78.840004 0.3099960000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf7 1.6444726666105876 1.7174001348684558 78.180008 0.8549879999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf8 1.5645339478342102 1.6194060193042326 78.400002 0.524996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf9 1.6442886879404208 1.699874851735579 78.219994 0.7950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf10 1.7820488258085965 1.8335966723222024 78.55999 0.5900100000000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf11 1.678490974897254 1.7360856326762704 78.139999 0.9150014999999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf12 1.6097064538573358 1.6734590531009352 78.480003 0.6699970000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf13 1.6089164092837285 1.665226190586269 78.400002 0.524996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf14 1.6439130110645057 1.7169088980541447 78.119995 0.9450074999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf15 1.6091702079525512 1.6729926286811392 78.559998 0.5900020000000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf16 1.6080837775003527 1.6641928877537833 78.400009 0.5249865000000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf17 1.5489912219689028 1.6072890859948716 78.139999 0.9150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf18 1.6972982150226115 1.7748884271880703 77.979996 1.1550060000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf19 1.791682625283598 1.8572916435355342 77.639999 1.6650014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf20 2.0078642127133284 2.0660325144570044 77.479996 1.9050060000000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf21 1.9556320355258012 2.0031286953798344 78.060005 1.0349924999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf22 2.007185601964454 2.0664151235985835 77.500008 1.874988000000009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf23 1.7996867935582643 1.8715501945350324 77.639999 1.6650014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf24 1.8925545427728858 1.9692131699908344 77.499992 1.875011999999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf25 1.824756765463198 1.8864826815150741 78.040001 1.0649984999999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf26 1.8927613080352281 1.9691984035336152 77.580002 1.7549970000000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf27 1.7503668721395171 1.8125277426779671 77.879997 1.3050044999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf28 1.824756765463198 1.8864826815150741 78.040001 1.0649984999999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf29 1.678490974897254 1.7360856326762704 78.139999 0.9150014999999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf30 1.7915522061270712 1.8641882406528716 77.5 1.875
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf31 1.6442886879404208 1.699874851735579 78.219994 0.7950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf32 2.0073493067300174 2.057944483808713 77.540001 1.8149984999999944
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf33 1.6986583713184358 1.7777731461982564 77.659996 1.63500599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf34 2.0670993257880816 2.148121717391756 77.300003 2.1749954999999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf35 2.0668527194702353 2.1481392891584776 76.900002 2.774996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf36 2.075170491809673 2.1555744237743313 77.520004 1.8449939999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf37 1.7257705030971877 1.7985868705858434 77.980003 1.1549955000000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index 39c0e0db5a4ab76fbaf9fe2bcc4a22aa2090c8a5..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,14261 +0,0 @@
-31011.281143999997
-+++++
-conf1 1 1 78.75 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-6 gpu mul fp32 1 add fp32 1
-7 gpu softmax fp32 1
------
-+++++
-conf1 1.860275342345447 1.9401599895543669 78.44000105 0.46499842499999033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf2 2.2508548298031053 2.3140398582402213 78.422500275 0.49124958749999337
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf3 2.3759422280500138 2.4853582806334664 78.279499775 0.7057503374999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf4 1.9819165899657964 2.064713048026236 78.307999725 0.6630004124999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf5 2.608146731152197 2.676435242956882 78.17899945 0.8565008249999906
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf6 2.182632127886916 2.2620340024978827 78.341000325 0.613499512500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf7 1.678490974897254 1.7360856326762704 78.099998 0.975003000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf8 2.8548026467713465 2.945844707312023 78.21199995 0.8070000749999906
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf9 2.7731619557018745 2.853375684263115 78.2895008 0.6907488000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf10 2.2508548298031053 2.3136293546022677 78.520998975 0.6290010250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf11 1.9802688040180572 2.0506075582245824 78.244000225 0.7589996625000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf12 3.1537070266970106 3.230224932620052 78.264999025 0.7275014625000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf13 2.0943487108115013 2.1587410672030782 78.354999825 0.5925002625000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf14 4.284293525440962 4.411303952207591 78.11449965 0.9532505250000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf15 2.182632127886916 2.2620340024978827 78.34250065 0.6112490249999922
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf16 3.2193406800126922 3.290189318201771 77.53800065 1.8179990249999989
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf17 2.7731619557018745 2.8551071264007106 78.228999325 0.7815010124999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf18 4.284293525440962 4.392112990429345 78.058500175 1.037249737499991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf19 3.9373651319371827 4.052367732607718 77.658500425 1.6372493625000004
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf20 2.4498646573831677 2.5235918097682015 78.016000725 1.1009989125000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf21 4.003828196231736 4.09885487174162 77.5135 1.85475000000001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf22 2.8465677119369013 2.9580483670586655 77.562499475 1.7812507875000065
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf23 5.451548673319478 5.5581729326092 77.68899955 1.5915006749999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf24 3.934756442327827 4.04043653156406 77.668499175 1.6222512375000093
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf25 4.044685464054495 4.134615033121693 77.433499775 1.974750337499998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf26 3.7437681107871312 3.8159419837780004 77.850000275 1.349999587500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf27 2.4498646573831677 2.525173054730423 78.0424999 1.0612501500000064
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf28 3.2904162098349206 3.388961589193491 77.9264999 1.235250150000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf29 5.4465490167573 5.532873136984741 77.562000175 1.7819997375000085
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf30 3.9373651319371827 4.04650305702895 77.723499625 1.5397505624999965
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf31 5.4465490167573 5.549904969960511 77.520999325 1.843501012499992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf32 2.2622380623570844 2.345817144938905 77.5674998 1.7737503000000103
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf33 5.451548673319478 5.506204523895503 77.66400005 1.6289999250000022
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf34 5.451548673319478 5.54477120431233 77.666998925 1.6245016124999978
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf35 1.7356851808607392 1.8059067005368699 77.519997 1.8450044999999946
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf36 5.451548673319478 5.5505177694511785 77.71250025 1.5562496249999924
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf37 5.451548673319478 5.513737860146767 77.708 1.5630000000000024
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf38 3.2899763701093323 3.4119940264169633 77.997500225 1.128749662500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf39 5.451548673319478 5.5371692394719805 77.764000275 1.4789995874999988
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf40 2.535063484020091 2.5876690468939847 77.986500425 1.145249362499996
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf41 5.451548673319478 5.532561345392776 77.757000325 1.4894995124999895
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf42 3.7437681107871312 3.81074122760482 77.906500025 1.2652499625000004
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf43 3.3298889724050635 3.4083754631588308 77.836999325 1.3695010125000096
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf44 2.2473458114599274 2.3108927011196174 77.279999 2.2050014999999945
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf45 2.6969048558862383 2.77583816281458 77.5514999 1.797750150000006
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf46 3.1537070266970106 3.2320094348170088 78.122998625 0.9405020625000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf47 5.4465490167573 5.558572855038917 77.544499675 1.808250487500004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf48 3.9373651319371827 4.051120598565519 77.64799975 1.6530003750000049
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf49 4.284293525440962 4.425115972708313 78.033500025 1.0747499625000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf50 3.9373651319371827 4.048317351191371 77.679000075 1.606499887499993
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf51 4.284293525440962 4.413285453573828 78.1409995 0.9135007499999901
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf52 5.451548673319478 5.548156559557978 77.7224991 1.5412513500000102
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf53 2.8548026467713465 2.9333050356389903 78.2715006 0.717749100000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf54 2.284900825239663 2.361247781559525 77.4340001 1.9739998499999913
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf55 3.9356502985757627 4.040136764480346 77.61650025 1.7002496249999979
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf56 2.6930303261952275 2.781438232435492 77.75 1.5
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf57 3.3298889724050635 3.411260499012196 77.748999225 1.5015011624999914
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf58 5.451548673319478 5.539521104575153 77.708 1.5630000000000024
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf59 2.997549831495768 3.064935778042182 77.5825003 1.75124954999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf60 3.934756442327827 4.04978664047789 77.53900055 1.8164991750000041
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf61 5.451548673319478 5.5471459441856705 77.694499775 1.5832503375000044
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf62 5.451548673319478 5.530131015121948 77.76799985 1.473000225000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf63 5.4465490167573 5.542272548833935 77.537499975 1.8187500374999956
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf64 2.0080969426957833 2.066016260279727 77.779999 1.4550014999999945
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf65 2.536146068919231 2.587069093689612 77.798499675 1.4272504874999967
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf66 3.2193406800126922 3.287505356858913 77.61000005 1.7099999250000053
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf67 5.451548673319478 5.543977711576141 77.7579992 1.4880011999999994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf68 5.451548673319478 5.520215365538931 77.687499775 1.5937503374999906
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf69 3.5171975148419703 3.6655738294556146 77.427999275 1.9830010874999928
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf70 2.6703114929373606 2.7685071795860012 77.39400115 2.033998275000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf71 6.667976608837448 6.957546935238496 78.051000325 1.048499512499994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf72 6.667976608837448 6.945615864283225 78.038000275 1.0679995874999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf73 4.043677357816617 4.206572352541114 77.273500075 2.2147498874999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf74 4.534872390209773 4.7179688267231406 77.9119997 1.2570004500000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf75 6.667976608837448 6.901463615481297 78.20000065 0.8249990249999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf76 4.6778278913883025 4.845398332654854 77.6074995 1.7137507499999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf77 2.963441721453401 3.123999180404134 78.0505001 1.0492498500000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf78 3.436975997446425 3.587262710437628 77.081999925 2.502000112499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf79 6.667976608837448 6.909351783161146 78.214000325 0.803999512499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf80 2.8605474023907735 2.967652262157737 77.053999875 2.5440001874999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf81 4.284293525440962 4.420262399246525 78.04700015 1.0544997749999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf82 4.536059735840867 4.744814636509413 77.871499425 1.3177508625000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf83 6.667976608837448 6.928371194430879 78.186999875 0.8445001875000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf84 4.536059735840867 4.748665894101769 77.7725 1.4662500000000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf85 4.534872390209773 4.744900368015496 77.8894992 1.2907511999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf86 3.6080369143793156 3.735939998805824 78.021000575 1.0934991374999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf87 2.6686433663819864 2.7778011457587795 78.252500825 0.7462487625000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf88 4.284293525440962 4.423628899130501 78.007000675 1.1144989874999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf89 4.6778278913883025 4.849598383637202 77.615000125 1.7024998125000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf90 2.8605474023907735 2.9750055062914664 76.974999125 2.662501312500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf91 3.4376579787793173 3.580090487915035 77.002500775 2.621248837499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf92 6.667976608837448 6.937379833974601 78.118500375 0.9472494375000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf93 6.667976608837448 6.933691651609004 78.1879999 0.8430001500000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf94 2.6569618883562427 2.758111968891595 77.39600035 2.0309994750000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf95 2.246144404047719 2.3440793445272967 77.94599965 1.2060005249999932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf96 6.667976608837448 6.943561559476498 78.0050009 1.1174986500000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf97 6.667976608837448 6.923475335537876 78.1555004 0.891749400000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf98 3.5179117068986385 3.6664386431336085 77.411500725 2.0077489125000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf99 4.536059735840867 4.729881227271155 77.876499375 1.3102509375000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf100 4.536059735840867 4.75037957138908 77.8210001 1.3934998499999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf101 4.284293525440962 4.418778585448829 77.99849985 1.1272502249999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf102 2.861019795261061 2.97090025563866 77.0305003 2.57924955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf103 2.182632127886916 2.2620340024978827 78.399499725 0.5257504125000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf104 2.4922157197577444 2.616303227736098 77.677000425 1.6094993624999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf105 2.719183522010954 2.8166713338729767 77.3554993 2.091751049999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf106 3.6080369143793156 3.7348626970813448 77.948999775 1.2015003374999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf107 2.6569618883562427 2.7562256480561285 77.397999975 2.028000037499993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf108 4.536059735840867 4.719597658872841 78.03400095 1.0739985749999903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf109 3.583707888130399 3.7125455571758734 77.3555 2.0917499999999905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf110 6.667976608837448 6.883604859660244 78.255500075 0.7417498874999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf111 4.6778278913883025 4.852204526105747 77.605998825 1.7160017624999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf112 6.667976608837448 6.915279753444791 78.23450025 0.7732496250000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf113 2.182632127886916 2.2629089417680803 78.242499975 0.7612500374999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf114 6.667976608837448 6.940277098707771 78.02350005 1.0897499250000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf115 4.534872390209773 4.742232509128803 77.81649915 1.4002512750000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf116 3.6080369143793156 3.7308288848746654 78.053000775 1.0454988374999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf117 4.536059735840867 4.7421468740012225 77.813500225 1.4047496625000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf118 2.309650724267644 2.390640852623773 76.91599985 2.7510002249999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf119 3.5179117068986385 3.6631226898018046 77.430000025 1.9799999625000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf120 6.667976608837448 6.921158485720297 78.1990006 0.8264990999999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf121 2.8765046485500245 2.9892851870917556 77.863499275 1.3297510875000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf122 2.2803658124921733 2.369760474929731 77.9280001 1.2329998499999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf123 2.6686433663819864 2.7791206787729803 78.1555008 0.891748800000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf124 2.8765046485500245 2.9908133454532666 77.811499725 1.4077504124999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf125 3.436975997446425 3.6000380814756294 76.864499725 2.8282504124999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf126 6.667976608837448 6.931678364680304 77.974500725 1.163248912500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf127 4.6778278913883025 4.851231042107721 77.617499075 1.6987513875000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf128 3.583707888130399 3.7085597821597855 77.380999775 2.0535003374999903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf129 4.536059735840867 4.727985983348948 77.989000375 1.141499437499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf130 6.667976608837448 6.949282602011335 78.06699995 1.024500075000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf131 4.043677357816617 4.216107359933315 77.3024992 2.1712512000000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf132 3.2906012569235195 3.4119496956763937 77.826999475 1.3845007875000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf133 4.534872390209773 4.748751764838201 77.9070005 1.2644992500000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf134 2.246371696224152 2.3404616975282795 77.196999925 2.3295001125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf135 4.534872390209773 4.754325944261379 77.79850045 1.4272493249999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf136 6.667976608837448 6.913243351841512 78.25700055 0.7394991749999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf137 1.5975036783133998 1.6605089657488525 78.099998 0.975003000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf138 4.534872390209773 4.742408188568871 77.886500175 1.2952497375000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf139 6.667976608837448 6.919801918792052 78.1860006 0.8459991000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf140 6.667976608837448 6.888060375072763 78.03400095 1.0739985749999903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf141 3.583707888130399 3.706210435733709 77.48800035 1.8929994750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf142 2.4510505918363386 2.5859274135461723 77.7379995 1.5180007499999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf143 2.246371696224152 2.3395257724723084 77.258999675 2.2365004875000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf144 2.3759422280500138 2.483353544191376 78.266000775 0.7259988375000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf145 1.751654139391187 1.82297101549332 78.139999 0.9150014999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf146 2.182632127886916 2.2596793080142374 78.4889999 0.661000100000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf147 1.9802688040180572 2.0502851922337255 78.272500375 0.7162494374999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf148 3.1537070266970106 3.23102814242147 78.247500575 0.7537491374999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf149 3.1537070266970106 3.2408570459785877 78.27349985 0.7147502250000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf150 2.3753889741449483 2.4677897533482804 78.229499425 0.7807508624999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf151 1.678490974897254 1.7360856326762704 78.099998 0.975003000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf152 1.8455671524123904 1.9073052219045115 78.5300003 0.6199997000000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf153 1.800263896522101 1.8678461687936367 78.203000575 0.8204991374999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf154 1.903926364745234 1.9630841514192998 78.1744998 0.86325029999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf155 2.2508548298031053 2.3136293546022677 78.471999975 0.6780000249999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf156 4.284293525440962 4.388016910569641 78.17850095 0.8572485749999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf157 2.377111460182521 2.4812495124660994 78.29599945 0.6810008250000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf158 1.564548155630541 1.6253085672558667 78.119995 0.9450074999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf159 1.9819165899657964 2.063658049466491 78.40800075 0.512998875000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf160 3.1537070266970106 3.2428268191593412 78.2810004 0.7034994000000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf161 2.182632127886916 2.2616417413191097 78.433500125 0.4747498125000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf162 1.7594296586576865 1.8300104078531214 78.159996 0.88500599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf163 2.182632127886916 2.2629089417680803 78.23250085 0.7762487250000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf164 3.1537070266970106 3.2350418426118126 78.22899975 0.7815003750000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf165 1.903926364745234 1.9640408570588113 78.1519998 0.897000300000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf166 5.451548673319478 5.548156559557978 77.738998525 1.5165022125000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf167 2.7731619557018745 2.857131270849092 78.203000475 0.8204992875000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf168 3.7437681107871312 3.8148258175815464 77.8784995 1.3072507499999944
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf169 2.3764873020245774 2.449136510059117 78.12700005 0.9344999249999901
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf170 5.4465490167573 5.553318403111983 77.486499575 1.8952506375000056
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf171 5.451548673319478 5.5505177694511785 77.683000175 1.6004997374999945
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf172 5.4465490167573 5.539109879036831 77.6029999 1.7205001499999995
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf173 3.3298889724050635 3.4083754631588308 77.871999325 1.3170010124999934
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf174 1.8455671524123904 1.9073052219045115 78.489000675 0.6609993250000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf175 2.7439820138353244 2.824736492476428 77.46950055 1.9207491749999903
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf176 3.9356502985757627 4.049724187709533 77.4890009 1.8914986500000097
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf177 5.451548673319478 5.524976520236283 77.72399955 1.539000674999997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf178 3.02357762044832 3.1543024508258153 77.490499375 1.8892509375000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf179 2.492044983657463 2.60329704181619 77.690000325 1.5899995125000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf180 5.451548673319478 5.520215365538931 77.705499025 1.566751462500008
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf181 5.451548673319478 5.544787601584449 77.7030001 1.5704998500000045
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf182 3.2193406800126922 3.289359496826125 77.6099998 1.7100003000000044
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf183 3.7437681107871312 3.8159419837780004 77.82599925 1.386001125000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf184 4.284293525440962 4.420262399246525 78.058 1.0379999999999896
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf185 4.284293525440962 4.418764780305627 78.095999875 0.9810001874999941
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf186 5.451548673319478 5.536361573298997 77.75849985 1.4872502249999897
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf187 2.6930303261952275 2.779519881297995 77.731499975 1.5277500374999917
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf188 4.284293525440962 4.396904909520994 78.093499975 0.9847500374999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf189 3.7414095718201557 3.817247411079043 77.74999995 1.5000000749999955
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf190 4.284293525440962 4.425115972708313 78.0260006 1.085999099999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf191 5.451548673319478 5.525420874015787 77.769999725 1.4700004124999921
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf192 3.2904162098349206 3.3909177089661298 77.894500375 1.2832494374999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf193 4.044685464054495 4.11907774211751 77.528499225 1.8322511624999933
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf194 3.2899763701093323 3.4119940264169633 77.9804998 1.154250299999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf195 1.8455671524123904 1.9059093462795524 78.559999475 0.5900005250000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf196 2.3735745097994343 2.464013660363911 78.173999375 0.8640009375000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf197 4.284293525440962 4.407323356791298 78.09300135 0.9854979750000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf198 4.284293525440962 4.420286634593191 78.1090001 0.9614998499999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf199 4.284293525440962 4.390634382035477 78.160499175 0.8842512375000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf200 2.4498646573831677 2.525173054730423 78.08599985 0.9960002250000102
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf201 4.003828196231736 4.09885487174162 77.515499675 1.8517504874999986
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf202 4.284293525440962 4.418123708973848 78.0785003 1.0072495499999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf203 3.9373651319371827 4.051108995122029 77.74699955 1.5045006750000027
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf204 4.284293525440962 4.401925806081971 78.163000075 0.880499887500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf205 2.8465677119369013 2.9475590592338388 77.552500875 1.7962486874999897
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf206 5.451548673319478 5.542921772704037 77.7285002 1.5322497000000013
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf207 2.2631001291908235 2.3453240873601837 77.764000125 1.4789998125000068
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf208 3.1537070266970106 3.235844481009366 78.2045001 0.8182498499999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf209 5.4465490167573 5.550916590989263 77.5884993 1.7422510500000072
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf210 3.1220359596294904 3.2146944891702143 77.390499625 2.039250562499994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf211 3.2904162098349206 3.3813365071521893 77.93899955 1.2165006749999918
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf212 4.044685464054495 4.134615033121693 77.454499975 1.9432500374999933
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf213 3.9373651319371827 4.038736580089059 77.838500175 1.3672497375000106
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf214 2.4498646573831677 2.5235918097682015 78.002499375 1.121250937500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf215 3.02357762044832 3.151835526775224 77.49200035 1.8869994750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf216 3.9373651319371827 4.052367732607718 77.674499775 1.6132503374999985
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf217 3.3645721374196564 3.465798344380355 77.727500675 1.5337489874999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf218 5.451548673319478 5.55055598329618 77.722000675 1.5419989874999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf219 3.9373651319371827 4.0329112644009655 77.9474999 1.2037501500000047
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf220 5.451548673319478 5.525014383199777 77.776500325 1.460249512499999
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf221 5.4465490167573 5.56094294117805 77.48100015 1.9034997750000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf222 2.6930303261952275 2.780112376073383 77.704000325 1.5689995125000067
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf223 2.448854465369845 2.5212309857864192 78.07549955 1.0117506749999947
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf224 5.4465490167573 5.553280151220852 77.4985005 1.8772492499999913
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf225 2.061390681379755 2.138074819865484 77.791000025 1.4384999624999963
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf226 3.3298889724050635 3.411260499012196 77.77599975 1.4610003750000047
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf227 5.451548673319478 5.5581729326092 77.6624994 1.6312508999999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf228 3.934756442327827 4.052580311864288 77.5534998 1.794750300000004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf229 2.536146068919231 2.590155993804884 77.7035 1.569749999999992
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf230 2.691809695015783 2.780805217008571 77.626499625 1.6852505625000092
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf231 4.284293525440962 4.411279815260259 78.105000425 0.9674993624999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf232 4.284293525440962 4.4139492874120085 78.098500625 0.9772490625000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf233 2.8548026467713465 2.947988822952391 78.246499875 0.7552501875000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf234 3.4376579787793173 3.5977748866957224 76.97750055 2.658749174999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf235 4.284293525440962 4.418123708973848 78.065999625 1.0260005624999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf236 2.6686433663819864 2.7778011457587795 78.25149865 0.7477520249999969
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf237 6.667976608837448 6.943587273453285 78.19099955 0.8385006749999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf238 6.667976608837448 6.949282602011335 78.057500275 1.038749587500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf239 4.284293525440962 4.425115972708313 78.080500425 1.0042493625000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf240 4.534872390209773 4.743941545423544 77.95499995 1.192500074999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf241 6.667976608837448 6.943998009173143 78.1270008 0.934498799999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf242 3.6080369143793156 3.731903860456607 78.0940003 0.983999549999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf243 4.6778278913883025 4.85704854926729 77.5499994 1.8000008999999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf244 3.436975997446425 3.597824177740864 76.9555004 2.691749399999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf245 6.667976608837448 6.927106741469345 78.23850005 0.7672499250000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf246 4.6778278913883025 4.8580243696683 77.57250005 1.7662499249999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf247 4.534872390209773 4.726222835870361 78.04249975 1.061250374999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf248 2.963441721453401 3.118766265113108 78.22300035 0.7904994749999901
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf249 4.284293525440962 4.420286634593191 78.1284998 0.9322502999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf250 3.6080369143793156 3.7284512481431404 78.0770008 1.00949880000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf251 6.667976608837448 6.947285993534741 78.10549985 0.9667502249999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf252 6.667976608837448 6.913243351841512 78.240000375 0.7649994375000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf253 6.667976608837448 6.905502627956709 78.162500175 0.8812497374999921
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf254 3.6080369143793156 3.7314120362246332 78.132000325 0.9269995124999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf255 4.284293525440962 4.388016910569641 78.13600105 0.9209984249999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf256 4.534872390209773 4.75046550411455 77.926999475 1.2345007874999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf257 6.667976608837448 6.957572752903414 78.092500275 0.9862495874999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf258 6.667976608837448 6.961286391585053 78.113499925 0.9547501125000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf259 3.6080369143793156 3.720912799581328 78.1765001 0.8602498500000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf260 4.6778278913883025 4.863887534620082 77.53449935 1.8232509749999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf261 4.284293525440962 4.392112990429345 78.116499725 0.9502504125000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf262 2.3918625954861072 2.487284436138794 77.182000175 2.3519997375000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf263 3.583707888130399 3.706210435733709 77.48500025 1.8974996250000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf264 4.534872390209773 4.729966419974119 77.910499175 1.2592512375000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf265 2.963441721453401 3.123999180404134 78.001500175 1.1227497374999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf266 3.2906012569235195 3.392691150709118 78.018000625 1.0979990625000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf267 6.667976608837448 6.939033976932239 78.146000725 0.9059989125000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf268 2.4920089375585683 2.5837372145845117 77.7119994 1.5570009000000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf269 4.536059735840867 4.7076525424197255 77.98199935 1.152000975000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf270 2.963441721453401 3.124752864598783 78.0650002 1.0274997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf271 2.4923674423692748 2.5898163384688675 77.665500325 1.6267495125000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf272 4.536059735840867 4.740006773792087 77.962000625 1.1819990624999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf273 4.284293525440962 4.420262399246525 78.068000425 1.0229993625000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf274 6.667976608837448 6.917355518965718 78.17450055 0.8632491749999929
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf275 4.043677357816617 4.215350322828559 77.244499575 2.258250637499991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf276 6.667976608837448 6.901463615481297 78.261499975 0.73275003749999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf277 3.2906012569235195 3.409769175100935 77.88249915 1.3012512749999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf278 4.043677357816617 4.19483061757876 77.3114994 2.1577508999999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf279 3.6080369143793156 3.735939998805824 78.033500475 1.0747492875000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf280 6.667976608837448 6.935330397501924 78.131000475 0.92849928750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf281 4.043677357816617 4.211701221729289 77.2869997 2.1945004500000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf282 4.284293525440962 4.401925806081971 78.127999625 0.9330005624999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf283 2.4922157197577444 2.616303227736098 77.693999825 1.5840002624999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf284 4.043677357816617 4.220500632558647 77.2995003 2.175749549999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf285 2.916774222763893 3.016459345759531 77.18099925 2.353501125000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf286 6.667976608837448 6.90353109364385 78.112000075 0.9569998875000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf287 4.536059735840867 4.75037957138908 77.849500425 1.3507493624999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf288 3.583707888130399 3.713610021004709 77.448000525 1.9529992125000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf289 6.667976608837448 6.921158485720297 78.22050075 0.794248875000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf290 2.3759422280500138 2.483353544191376 78.317000025 0.649499962500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf291 2.3194211980441355 2.3941294015711514 78.053001275 1.0454980875000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf292 2.451397407992731 2.5847594821874065 77.795999775 1.4310003375000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf293 2.3811463299943783 2.4788873597658143 77.025 2.5874999999999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf294 2.6686433663819864 2.779717124360439 78.211499625 0.8077505624999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf295 3.4376579787793173 3.5967826836087275 77.019500125 2.59574981250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf296 3.2899763701093323 3.4148707295974834 77.960999875 1.1835001875000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf297 6.667976608837448 6.945581756210547 78.144500275 0.9082495875000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf298 4.6778278913883025 4.829826115126143 77.582999275 1.7505010874999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf299 2.3197317617594706 2.398449769900819 78.0480003 1.0529995500000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf300 6.667976608837448 6.935390058264508 78.0425009 1.0612486500000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf301 3.146212447130777 3.2917173408605986 77.64500005 1.6574999250000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf302 4.536059735840867 4.754239871814893 77.769499775 1.4707503375000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf303 2.246371696224152 2.340884701439727 77.273000925 2.2154986124999922
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf304 2.4510505918363386 2.5847849234496096 77.8425003 1.3612495500000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf305 6.667976608837448 6.949342503062413 78.0524994 1.0462508999999969
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf306 6.667976608837448 6.895500321123319 78.22199955 0.7920006749999899
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf307 4.6778278913883025 4.851201850900427 77.590999925 1.7385001124999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf308 2.963441721453401 3.1195122360550918 78.089500225 0.9907496625000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf309 2.3753889741449483 2.463193101195436 78.335000675 0.6224989874999949
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf310 3.1537070266970106 3.2446178326325397 78.257501 0.7387484999999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf311 2.2508548298031053 2.3136293546022677 78.460000625 0.6899993749999936
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf312 2.7731619557018745 2.853375684263115 78.269500125 0.72074981250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf313 2.3759422280500138 2.483353544191376 78.299499075 0.6757513875000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf314 2.3759422280500138 2.4848847504747464 78.26600015 0.7259997750000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf315 1.8455671524123904 1.9073052219045115 78.52550125 0.6244987499999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf316 1.9815316081179883 2.050238408006403 78.307500225 0.6637496625000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf317 3.1537070266970106 3.236676418243715 78.3124998 0.6562503000000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf318 4.284293525440962 4.4139492874120085 78.185500225 0.8467496625000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf319 2.8548026467713465 2.945844707312023 78.194999875 0.8325001875000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf320 1.9827301025831061 2.0643677856900533 78.36700095 0.5744985749999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf321 3.1537070266970106 3.2350418426118126 78.238499775 0.767250337500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf322 2.536146068919231 2.589641692071379 77.766000125 1.4759998124999925
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf323 2.670751075431113 2.7312907344442805 77.511499375 1.8577509375000005
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf324 5.451548673319478 5.5471459441856705 77.6839995 1.5990007500000019
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf325 2.691809695015783 2.782725343378567 77.57799985 1.7580002250000035
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf326 2.8548026467713465 2.947988822952391 78.212499475 0.806250787499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf327 4.003828196231736 4.09885487174162 77.555500275 1.7917495875
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf328 5.451548673319478 5.524976520236283 77.75199935 1.4970009749999917
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf329 3.1537070266970106 3.2320094348170088 78.129999325 0.9300010125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf330 3.2904162098349206 3.3876900680158912 77.904000875 1.2689986875000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf331 2.8548026467713465 2.943692960058535 78.2385001 0.767249850000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf332 2.263395792610968 2.345303141608329 77.418999675 1.9965004875000076
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf333 3.7414095718201557 3.8161304811865895 77.7544996 1.493250599999996
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf334 5.451548673319478 5.536361573298997 77.752500125 1.4962498125000039
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf335 2.6930303261952275 2.7820315454288562 77.653499775 1.6447503374999997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf336 3.3298889724050635 3.404225721597395 77.85100005 1.3484999250000058
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf337 2.6254226190262444 2.7021821218153597 77.7519991 1.4970013499999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf338 3.2193406800126922 3.287505356858913 77.538499825 1.8172502624999964
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf339 3.9373651319371827 4.052367732607718 77.70349975 1.569750374999991
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf340 3.1220359596294904 3.2146944891702143 77.38650035 2.0452494749999914
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf341 2.7731619557018745 2.857131270849092 78.20650025 0.8152496249999928
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf342 2.0883087004736947 2.15125248702734 77.71699945 1.5495008249999955
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf343 5.451548673319478 5.5581729326092 77.680000075 1.604999887500007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf344 3.2193406800126922 3.290189318201771 77.582999775 1.750500337499993
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf345 5.451548673319478 5.555827030504903 77.602500675 1.7212489874999974
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf346 5.451548673319478 5.548156559557978 77.740500675 1.5142489874999896
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf347 3.9373651319371827 4.044816873942485 77.7940007 1.433998950000003
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf348 3.9373651319371827 4.03619184157708 77.83299985 1.3755002250000103
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf349 1.9274906874541307 1.9859472071790736 77.599998 1.725003000000001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf350 2.7731619557018745 2.853375684263115 78.330501225 0.6292481624999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf351 4.284293525440962 4.408866852890343 78.161000225 0.8834996625000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf352 1.9768939581073537 2.0485117908874453 77.180008 2.3549879999999987
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf353 5.4465490167573 5.56094294117805 77.5400003 1.814999549999996
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf354 3.9353855949102665 4.013932351219502 77.521999425 1.8420008624999937
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf355 5.4465490167573 5.527713531491858 77.586499975 1.745250037500007
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf356 5.451548673319478 5.530131015121948 77.69100055 1.5884991750000026
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf357 3.9379951191020344 4.019919489198344 77.4395008 1.965748799999993
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf358 2.719610375201402 2.8157627463061696 77.3290006 2.131499099999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf359 2.3764873020245774 2.44194156794337 78.136499725 0.9202504125000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf360 4.284293525440962 4.41611367171541 78.1575004 0.8887493999999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf361 5.4465490167573 5.539109879036831 77.593998925 1.734001612500009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf362 4.284293525440962 4.401925806081971 78.183499725 0.8497504124999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf363 1.7891765784658615 1.8537552284824181 77.660004 1.634993999999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf364 5.4465490167573 5.531545052786463 77.625999025 1.686001462500002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf365 5.4465490167573 5.549904969960511 77.5799995 1.7550007500000007
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf366 3.1537070266970106 3.2446178326325397 78.233000525 0.7754992125000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf367 2.033315008967273 2.10604470753746 77.959000225 1.1864996625000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf368 2.033147041840914 2.114916795927807 77.9495002 1.2007496999999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf369 3.2904162098349206 3.388961589193491 77.889000725 1.2914989124999963
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf370 2.088383235611283 2.1569686520872318 77.919000675 1.24649898749999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf371 3.2175964756147057 3.2835000540064403 77.842999125 1.3605013124999914
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf372 3.7437681107871312 3.8148258175815464 77.85900075 1.3364988749999895
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf373 2.448854465369845 2.5212309857864192 78.0249998 1.087500299999995
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf374 2.4498646573831677 2.5246842328881116 78.125500425 0.9367493625000023
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf375 4.284293525440962 4.411279815260259 78.100999375 0.973500937499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf376 4.284293525440962 4.395412769562403 78.096499225 0.9802511624999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf377 4.284293525440962 4.425115972708313 78.04100075 1.0634988750000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf378 2.997549831495768 3.053676166632495 77.652999675 1.6455004874999943
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf379 3.934756442327827 4.046283622952938 77.650999025 1.6485014624999934
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf380 2.0333856700985855 2.11323628179003 77.995001075 1.132498387499993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf381 5.451548673319478 5.555805206546846 77.7160008 1.550998799999995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf382 3.9373651319371827 4.028696486456472 77.802500325 1.4212495125000046
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf383 3.33625184038986 3.4370116342394614 77.9939991 1.1340013500000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf384 5.451548673319478 5.543977711576141 77.74700055 1.5044991750000065
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf385 4.043677357816617 4.211701221729289 77.23649915 2.2702512749999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf386 4.534872390209773 4.7179688267231406 77.9584999 1.18725014999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf387 4.536059735840867 4.748665894101769 77.87799985 1.3080002250000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf388 3.583707888130399 3.7119756361644214 77.42349975 1.9897503749999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf389 4.534872390209773 4.723750232817787 78.0885006 0.9922490999999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf390 4.284293525440962 4.399265350117549 78.231000325 0.7784995125000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf391 4.534872390209773 4.743174734326106 78.023501225 1.089748162499994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf392 4.536059735840867 4.7216917119118635 77.801499775 1.4227503375000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf393 3.583707888130399 3.7159687608937313 77.406000875 2.0159986874999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf394 2.3811463299943783 2.477366806858501 77.06800045 2.5229993250000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf395 6.667976608837448 6.927106741469345 78.2120006 0.8069991000000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf396 2.861388571470648 2.966965976391451 76.86149995 2.832750075000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf397 2.963441721453401 3.120261324599004 78.206000125 0.8159998124999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf398 3.436975997446425 3.5968319474702244 77.0369993 2.5695010499999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf399 4.534872390209773 4.740092331643253 77.957500375 1.1887494375000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf400 6.667976608837448 6.933691651609004 78.127499175 0.9337512375000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf401 4.536059735840867 4.746169758567018 77.770499875 1.469250187500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf402 2.182632127886916 2.2603732343247387 78.439500175 0.4657497374999906
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf403 2.3811463299943783 2.4727344413818595 77.059500125 2.5357498125000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf404 6.667976608837448 6.931678364680304 78.074500025 1.0132499624999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf405 4.534872390209773 4.71140604300188 78.0770005 1.0094992500000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf406 3.436975997446425 3.5922109338464736 77.0700001 2.519999849999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf407 2.3759422280500138 2.4848847504747464 78.2985008 0.677248800000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf408 4.534872390209773 4.742408188568871 77.918499575 1.2472506375000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf409 6.667976608837448 6.945615864283225 78.042500725 1.0612489125000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf410 3.2899763701093323 3.4000206756765508 77.943999425 1.2090008624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf411 4.534872390209773 4.747791385235146 77.869000425 1.3214993625000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf412 2.0351230776855713 2.1319987246444105 77.89850065 1.2772490249999962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf413 6.667976608837448 6.943621361939882 78.0174999 1.0987501499999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf414 2.3093428537894 2.3870583178833398 77.153999725 2.3940004124999916
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf415 2.7731619557018745 2.851356855753797 78.326000725 0.6359989124999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf416 3.5171975148419703 3.6655738294556146 77.4560001 1.9409998500000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf417 4.534872390209773 4.754325944261379 77.82450025 1.3882496250000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf418 2.246144404047719 2.3440793445272967 78.00700015 1.1144997750000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf419 1.6879020778498794 1.75167199167172 77.660004 1.634993999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf420 2.182632127886916 2.2629089417680803 78.299500075 0.6757498875000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf421 3.146212447130777 3.2917173408605986 77.60100005 1.7234999250000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf422 2.6686433663819864 2.7772096356032945 78.310998725 0.6585019124999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf423 4.043677357816617 4.216107359933315 77.2965002 2.1802497000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf424 3.146212447130777 3.2878466422283688 77.7190008 1.5464987999999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf425 3.4376579787793173 3.594581916281557 77.018500075 2.5972498874999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf426 3.2899763701093323 3.4098134491971583 78.066001 1.0259985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf427 4.534872390209773 4.740684366794537 78.01100045 1.108499325000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf428 3.5171975148419703 3.647101252433636 77.485999275 1.8960010875000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf429 2.6686433663819864 2.776890698379921 78.2500004 0.749999399999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf430 2.963441721453401 3.123999180404134 78.026000425 1.0859993624999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf431 4.536059735840867 4.7421468740012225 77.828999675 1.3815004874999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf432 2.3093428537894 2.384939368665371 77.1139997 2.4540004500000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf433 4.534872390209773 4.74625553905048 77.8415009 1.3627486500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf434 2.0351230776855713 2.1274457804765556 78.101999725 0.9720004125000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf435 4.534872390209773 4.748751764838201 77.844500175 1.3582497375000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf436 6.667976608837448 6.969579317170272 77.941999725 1.2120004124999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf437 4.284293525440962 4.390634382035477 78.16550005 0.8767499249999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf438 6.667976608837448 6.937379833974601 78.11850035 0.9472494749999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf439 3.2899763701093323 3.412694709443646 77.880999375 1.3035009374999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf440 6.667976608837448 6.879960196878099 78.191000375 0.8384994374999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf441 4.6778278913883025 4.852204526105747 77.62299965 1.6905005250000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf442 4.536059735840867 4.709747836942391 78.017000175 1.0994997374999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf443 2.8760271287530648 2.9867345477279637 77.793501225 1.4347481625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf444 4.534872390209773 4.716262722939762 78.02099995 1.0935000749999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf445 4.534872390209773 4.742232509128803 77.8419996 1.3620006000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf446 1.8916195434103436 1.9655364415889927 77.81500075 1.4024988750000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf447 2.451397407992731 2.585901949788735 77.7459997 1.506000450000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf448 4.6778278913883025 4.8580243696683 77.5685011 1.772248349999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf449 3.2906012569235195 3.4126503604939096 77.78100075 1.453498874999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf450 2.43044051828462 2.5203970970587393 77.464500875 1.9282486875000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf451 4.043677357816617 4.206572352541114 77.306499125 2.165251312499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf452 2.8760271287530648 2.988260098701881 77.7034999 1.5697501500000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf453 2.246371696224152 2.3404616975282795 77.232499975 2.276250037500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf454 6.667976608837448 6.957606978847814 77.969999525 1.1700007124999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf455 2.3458501990422715 2.418051203459384 77.15200025 2.3969996249999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf456 2.2458532301987897 2.3441002684254504 77.863500975 1.3297485375000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf457 2.7731619557018745 2.8565011448215007 78.082000875 1.0019986874999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf458 2.719183522010954 2.8071591059801304 77.40750025 2.0137496250000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf459 3.5171975148419703 3.6703856446622365 77.348998825 2.101501762500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf460 6.667976608837448 6.913663098654281 78.075500675 1.011748987499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf461 2.2458532301987897 2.345039857840141 77.73800035 1.5179994750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf462 2.182632127886916 2.2620340024978827 78.33949995 0.615750074999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf463 2.8548026467713465 2.947988822952391 78.2609999 0.7335001499999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf464 2.3043420186212247 2.3732812213453003 78.2925 0.686249999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf465 2.3753889741449483 2.4677897533482804 78.222999975 0.79050003750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf466 1.9802688040180572 2.0502851922337255 78.300999975 0.6735000375000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf467 1.9819165899657964 2.063658049466491 78.4525005 0.6974995000000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf468 3.1537070266970106 3.2405803503361104 78.300500525 0.6742492124999941
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf469 1.9802688040180572 2.0471113103757066 78.36049985 0.5842502250000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf470 3.1537070266970106 3.24202071357344 78.23150005 0.7777499250000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf471 3.1537070266970106 3.2329340079861937 78.271999125 0.7170013125000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf472 1.564576571997357 1.619382718219476 78.240005 0.7649925000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf473 1.9827301025831061 2.0643677856900533 78.39050035 0.5392494750000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf474 3.9382601739417065 4.052305200207276 77.47150085 1.9177487250000027
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf475 2.6930303261952275 2.783355101576631 77.644499775 1.6582503375000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf476 5.4465490167573 5.555174780194137 77.451000325 1.9484995125000069
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf477 4.284293525440962 4.415443643421501 78.0874994 0.993750900000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf478 2.6930303261952275 2.775600269076232 77.837999875 1.3680001875000087
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf479 1.7390136602229616 1.8007909655895533 78.6015003 0.5484997000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf480 5.4465490167573 5.54752786772132 77.46799955 1.9230006749999973
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf481 3.02357762044832 3.1543024508258153 77.489999525 1.8900007124999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf482 3.2899763701093323 3.405185870841412 78.0590003 1.0364995500000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf483 5.451548673319478 5.532561345392776 77.798499675 1.4272504874999967
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf484 3.9382601739417065 4.0373792521632605 77.4129992 2.0055011999999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf485 5.4465490167573 5.539147935962108 77.535499825 1.8217502624999966
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf486 3.2899763701093323 3.416865136680075 77.8309997 1.37850044999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf487 2.536146068919231 2.590155993804884 77.7144989 1.553251650000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf488 3.2193406800126922 3.2920407076621756 77.523000675 1.8404989874999913
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf489 5.451548673319478 5.5581729326092 77.6484993 1.6522510500000038
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf490 4.044685464054495 4.134615033121693 77.46650125 1.9252481250000102
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf491 2.4498646573831677 2.5262634437923612 77.9424997 1.2112504500000014
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf492 3.1537070266970106 3.2329340079861937 78.257500325 0.7387495125000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf493 2.7731619557018745 2.853375684263115 78.30250085 0.6712487249999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf494 3.3298889724050635 3.411260499012196 77.8404998 1.3642502999999948
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf495 1.9175433827542614 1.9780103281536063 77.540001 1.8149984999999944
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf496 4.284293525440962 4.428465547114748 78.022000175 1.0919997374999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf497 1.6428888349941302 1.7018536432695333 78.120003 0.9449955000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf498 2.448854465369845 2.52574464023318 78.007999825 1.1130002625000017
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf499 5.4465490167573 5.566233744053583 77.499499375 1.8757509375000012
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf500 5.451548673319478 5.514080727629128 77.777499725 1.4587504125000024
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf501 4.284293525440962 4.421462702215931 77.960000225 1.1849996624999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf502 3.33625184038986 3.4478226413070856 77.946000025 1.2059999624999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf503 4.003828196231736 4.09885487174162 77.51400035 1.8539994749999948
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf504 2.339187809554126 2.3957056621095387 77.7790005 1.4564992500000074
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf505 5.451548673319478 5.54477120431233 77.670000425 1.6199993625000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf506 3.9382601739417065 4.03284933102297 77.556999225 1.7895011625000024
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf507 2.7731619557018745 2.8565011448215007 78.120000025 0.9449999625000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf508 3.9373651319371827 4.055176594087214 77.60100015 1.7234997749999934
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf509 5.451548673319478 5.563458463398967 77.56599925 1.7760011249999934
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf510 3.2899763701093323 3.392734982414437 78.157000425 0.8894993624999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf511 4.284293525440962 4.423615063664023 78.10499935 0.9675009750000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf512 2.6964850998281396 2.777771245063891 77.93100035 1.2284994749999925
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf513 3.9382601739417065 4.051046501562607 77.490999725 1.888500412500008
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf514 1.8002262741598811 1.8757343649125504 77.9490002 1.2014996999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf515 1.891558391545437 1.9578857204398397 77.844499 1.3582515000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf516 4.284293525440962 4.416617135047953 78.0164993 1.10025104999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf517 5.451548673319478 5.552410513672173 77.651499525 1.6477507124999917
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf518 5.451548673319478 5.543977711576141 77.765499275 1.4767510875000056
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf519 3.2193406800126922 3.2893537261728887 77.492998925 1.8855016125000077
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf520 4.284293525440962 4.398393230560691 78.17399975 0.8640003750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf521 5.451548673319478 5.555827030504903 77.6294996 1.680750599999996
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf522 3.7437681107871312 3.818432552841276 77.7979996 1.4280006000000043
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf523 4.044685464054495 4.128510060816999 77.53849985 1.8172502250000093
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf524 2.107425301220182 2.173592648231139 77.805499025 1.4167514624999953
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf525 5.4465490167573 5.5216702097454995 77.53349955 1.824750674999997
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf526 2.6254226190262444 2.6916363414332802 77.886498975 1.2952515375000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf527 6.667976608837448 6.957572752903414 78.134999625 0.9225005624999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf528 6.667976608837448 6.939033976932239 78.176000775 0.8609988374999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf529 3.436975997446425 3.6000380814756294 76.8984998 2.7772503000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf530 4.284293525440962 4.4139492874120085 78.1204998 0.9442502999999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf531 2.963441721453401 3.126422705417744 77.9825014 1.1512478999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf532 4.534872390209773 4.731744220194097 78.0274999 1.0837501500000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf533 6.667976608837448 6.927106741469345 78.16200105 0.881998424999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf534 4.536059735840867 4.747705549227596 77.802999825 1.4205002624999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf535 4.043677357816617 4.220500632558647 77.221000125 2.293499812499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf536 2.182632127886916 2.2629089417680803 78.24850025 0.7522496249999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf537 6.667976608837448 6.961286391585053 78.046000675 1.055998987499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf538 4.534872390209773 4.723750232817787 78.073500675 1.014748987499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf539 2.3759422280500138 2.478698783798782 78.373999475 0.5640007874999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf540 2.246371696224152 2.340464619033571 77.306 2.166000000000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf541 2.963441721453401 3.116641745861765 78.26750015 0.7237497749999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf542 2.6686433663819864 2.781038478721889 78.20250095 0.8212485749999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf543 3.6080369143793156 3.7383271993530864 77.920999675 1.2435004874999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf544 4.534872390209773 4.740092331643253 77.994000975 1.1339985374999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf545 3.3645721374196564 3.473090173382227 77.5879999 1.7430001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf546 4.043677357816617 4.209004786070749 77.280999825 2.2035002625000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf547 3.2906012569235195 3.4110573275965286 77.902499575 1.2712506375000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf548 4.536059735840867 4.731658963438795 77.949499775 1.20075033749999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf549 2.6686433663819864 2.778801302492034 78.111000225 0.9584996625000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf550 6.667976608837448 6.899853413361786 78.0035005 1.1197492499999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf551 3.146783910356807 3.2729364915838817 77.76500105 1.4774984250000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf552 6.667976608837448 6.883780921957778 78.29699995 0.679500075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf553 4.6778278913883025 4.845398332654854 77.605999575 1.7160006375000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf554 3.583707888130399 3.7159687608937313 77.372499225 2.066251162500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf555 2.1195771558555676 2.2266055446723536 77.576500125 1.7602498125000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf556 4.536059735840867 4.754239871814893 77.767999875 1.4730001874999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf557 1.8002074635684462 1.8670118336676969 78.051500175 1.0477497374999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf558 3.2899763701093323 3.416865136680075 77.902999825 1.2705002625000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf559 6.667976608837448 6.969579317170272 77.92550035 1.2367494750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf560 6.667976608837448 6.909292569537234 78.17400035 0.863999475
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf561 4.284293525440962 4.408866852890343 78.136000875 0.9209986875000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf562 6.667976608837448 6.9522497704666355 78.073500575 1.0147491375000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf563 6.667976608837448 6.949282602011335 78.126500525 0.935249212500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf564 3.2906012569235195 3.398001909458974 77.893000175 1.285499737500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf565 2.8605474023907735 2.967652262157737 77.075499525 2.511750712500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf566 4.284293525440962 4.399265350117549 78.165998625 0.8760020624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf567 2.7587669645421937 2.8353356356600017 77.71800025 1.5479996249999957
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf568 2.246371696224152 2.3391061776128383 77.293500325 2.184749512500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf569 6.667976608837448 6.935390058264508 78.1205 0.9442499999999896
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf570 6.667976608837448 6.888085679618456 78.143499975 0.9097500375000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf571 2.3197317617594706 2.394107575006522 78.173500425 0.8647493624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf572 6.667976608837448 6.955545575746799 78.01400025 1.1039996250000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf573 6.667976608837448 6.897526281646521 78.264500775 0.7282488374999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf574 2.7731619557018745 2.850348512266871 78.309000975 0.6614985374999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf575 6.667976608837448 6.957546935238496 77.99249985 1.1362502249999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf576 4.6778278913883025 4.863887534620082 77.5270003 1.8344995500000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf577 6.667976608837448 6.925544044255328 78.04050025 1.0642496250000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf578 2.118413593500282 2.2073303866135077 78.141999575 0.9120006375000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf579 4.534872390209773 4.754325944261379 77.7960007 1.43099895000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf580 6.667976608837448 6.901848253129995 78.16450025 0.8782496249999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf581 2.451397407992731 2.5792070336464357 77.97450015 1.1632497750000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf582 6.667976608837448 6.921158485720297 78.1205004 0.9442494000000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf583 2.2458532301987897 2.3395327163448774 77.946498825 1.2052517624999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf584 4.284293525440962 4.428465547114748 77.994501075 1.1332483874999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf585 3.146212447130777 3.2917173408605986 77.668499975 1.6222500374999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf586 4.284293525440962 4.386424897375421 78.151999525 0.8970007125000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf587 2.246371696224152 2.3418217143056856 77.1840002 2.3489997000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf588 6.667976608837448 6.864064391792946 78.276000225 0.7109996624999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf589 2.4920089375585683 2.5898418793761575 77.5375003 1.8187495499999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf590 4.284293525440962 4.421462702215931 78.01550005 1.101749925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf591 4.536059735840867 4.748649950752412 77.873500225 1.3147496624999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf592 6.667976608837448 6.838827028580802 78.25900115 0.7364982749999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf593 1.6439130110645057 1.7169088980541447 78.080002 1.0049970000000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf594 2.182632127886916 2.2607650555668064 78.396999575 0.5295006375000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf595 2.182632127886916 2.2620340024978827 78.34750035 0.6037494749999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf596 1.9827301025831061 2.0611501880433956 78.4820001 0.6679999000000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf597 2.182632127886916 2.2616390132827333 78.2914997 0.6877504499999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf598 3.1537070266970106 3.2215577711150623 78.26050055 0.7342491749999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf599 2.377111460182521 2.4820135831761436 78.264000675 0.7289989874999918
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf600 1.5973711972260922 1.6667260998099585 78.020004 1.0949939999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf601 2.8548026467713465 2.9458339434316114 78.20850115 0.8122482749999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf602 2.7731619557018745 2.8551071264007106 78.21950075 0.7957488750000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf603 1.749083127174411 1.8038759019235977 78.020004 1.0949939999999998
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf604 2.3753889741449483 2.466746001409044 78.196500225 0.8302496625000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf605 1.9802688040180572 2.0486722788262868 78.347999775 0.6030003374999922
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf606 4.003828196231736 4.090554895732967 77.5960001 1.7309998500000034
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf607 3.1537070266970106 3.237989688192728 78.217499125 0.798751312499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf608 3.9382601739417065 4.023848579830093 77.57399955 1.7640006750000055
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf609 3.2906012569235195 3.4168206792730107 77.766999775 1.4745003374999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf610 2.6239300045555924 2.6969315456944183 77.59050045 1.73924932500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf611 5.4465490167573 5.553280151220852 77.524999575 1.837500637500007
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf612 4.044685464054495 4.128510060816999 77.514999775 1.8525003374999898
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf613 4.284293525440962 4.423604627120446 78.08999955 0.9900006749999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf614 3.3298889724050635 3.4083754631588308 77.820500025 1.3942499624999982
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf615 2.2633082417602357 2.3348364769609598 77.4805004 1.9042494000000048
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf616 3.2193406800126922 3.287505356858913 77.5724995 1.7662507499999904
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf617 4.284293525440962 4.420262399246525 78.094999875 0.9825001875000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf618 5.4465490167573 5.5089229632999315 77.59249975 1.7362503749999973
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf619 3.2899763701093323 3.4053546567746737 78.0805004 1.004249399999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf620 4.044685464054495 4.114871975054159 77.567500475 1.7737492874999958
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf621 2.8548026467713465 2.937938234048158 78.265499825 0.7267502624999906
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf622 5.451548673319478 5.548156559557978 77.67899935 1.606500975000003
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf623 2.999063570304258 3.066413914981944 77.613500425 1.704749362500003
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf624 3.9373651319371827 4.052367732607718 77.686498925 1.5952516125000074
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf625 3.33625184038986 3.4406364160657708 78.0219999 1.092000150000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf626 2.284022072861418 2.361747557858336 77.44449965 1.958250525000004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf627 3.7437681107871312 3.8159419837780004 77.8749992 1.3125011999999927
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf628 3.7414095718201557 3.810929211543777 77.775000225 1.4624996625000009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf629 5.451548673319478 5.522552847625678 77.66750085 1.6237487250000058
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf630 2.4498646573831677 2.5235918097682015 78.028000175 1.0829997374999962
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf631 3.9382601739417065 4.046440705492672 77.430999175 1.978501237500005
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf632 3.9356502985757627 4.047908632634878 77.5090001 1.8614998500000084
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf633 2.6956807106735945 2.77843352275387 77.74700045 1.5044993249999976
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf634 2.6930303261952275 2.779519881297995 77.76049915 1.4842512749999983
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf635 4.003828196231736 4.092854969578382 77.51750035 1.848749474999991
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf636 4.284293525440962 4.428465547114748 77.9695004 1.1707493999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf637 4.003828196231736 4.094690279380704 77.549500075 1.8007498875000039
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf638 2.182632127886916 2.2616390132827333 78.2985002 0.6772496999999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf639 5.451548673319478 5.514080727629128 77.782499525 1.4512507124999914
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf640 1.5975728076046638 1.666956654040257 77.68 1.6049999999999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf641 3.2193406800126922 3.290189318201771 77.605499025 1.7167514624999995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf642 4.003828196231736 4.0705234850839656 77.600499875 1.7242501875000045
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf643 3.02357762044832 3.1427986090052578 77.542498575 1.8112521375000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf644 3.9356502985757627 4.034307411864648 77.627999375 1.6830009374999975
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf645 4.284293525440962 4.413285453573828 78.065500075 1.0267498874999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf646 5.451548673319478 5.555788744046661 77.65950015 1.6357497750000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf647 4.284293525440962 4.425115972708313 78.046499275 1.0552510874999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf648 5.451548673319478 5.543977711576141 77.720499775 1.54425033750001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf649 4.044685464054495 4.130377493966575 77.516499875 1.8502501875000092
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf650 3.2193406800126922 3.282534121246482 77.679000875 1.6064986875000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf651 5.451548673319478 5.524976520236283 77.7865001 1.4452498500000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf652 2.6930303261952275 2.775600269076232 77.814499675 1.40325048750001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf653 5.451548673319478 5.539521104575153 77.722500225 1.5412496624999932
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf654 5.451548673319478 5.536361573298997 77.728000325 1.5329995125000053
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf655 5.451548673319478 5.5505177694511785 77.623000775 1.6904988375000087
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf656 2.182632127886916 2.2629089417680803 78.264499825 0.7282502624999978
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf657 5.451548673319478 5.54477120431233 77.675500825 1.6117487624999995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf658 5.451548673319478 5.506204523895503 77.778000425 1.4579993624999972
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf659 3.9382601739417065 4.03891189805488 77.499500275 1.875749587499996
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf660 3.3280229582707603 3.4094168885375553 77.6419991 1.66200134999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf661 5.4465490167573 5.545676597019403 77.55650095 1.7902485749999997
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf662 5.4465490167573 5.542272548833935 77.55699955 1.7895006749999993
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf663 6.667976608837448 6.937379833974601 78.075000175 1.0124997375000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf664 6.667976608837448 6.926360995595795 78.085500375 0.9967494375000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf665 3.2899763701093323 3.4062471000503405 77.926499925 1.2352501124999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf666 6.667976608837448 6.876332798935765 78.209000525 0.81149921250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf667 4.536059735840867 4.731658963438795 77.9505009 1.1992486500000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf668 6.667976608837448 6.927106741469345 78.136000275 0.920999587499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf669 6.667976608837448 6.913663098654281 78.069500375 1.020749437499994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf670 2.8605474023907735 2.976519095940808 76.918499275 2.747251087499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf671 4.534872390209773 4.754325944261379 77.812000025 1.4069999624999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf672 2.0348840414902365 2.132016033625835 77.849499275 1.3507510875000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf673 2.246371696224152 2.3395257724723084 77.255500425 2.241749362500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf674 6.667976608837448 6.888085679618458 78.20250025 0.8212496250000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf675 2.4510505918363386 2.582340839024021 77.886000625 1.2959990625000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf676 4.284293525440962 4.423604627120446 77.965499875 1.1767501874999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf677 4.536059735840867 4.728166498693141 78.02050075 1.0942488750000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf678 3.4376579787793173 3.5812952997059493 77.036 2.570999999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf679 2.2803658124921733 2.369992742848063 77.940999775 1.2135003375000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf680 3.436975997446425 3.6000380814756294 76.910999125 2.7585013124999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf681 3.583707888130399 3.706210435733709 77.464000675 1.9289989875000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf682 2.3918625954861072 2.488817191623866 77.083500875 2.499748687500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf683 2.932870179838622 3.0315557425613737 77.880000375 1.3049994375000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf684 2.3194211980441355 2.398912841120004 77.9034998 1.2697502999999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf685 6.667976608837448 6.957546935238496 77.981501175 1.152748237499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf686 3.6080369143793156 3.7348626970813448 77.998500525 1.1272492125000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf687 6.667976608837448 6.949282602011335 78.083500475 0.9997492875000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf688 1.6986583713184358 1.7777731461982564 77.68 1.6049999999999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf689 4.534872390209773 4.742408188568871 77.9414998 1.2127502999999962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf690 2.118413593500282 2.204714007864576 78.178000275 0.8579995874999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf691 3.4376579787793173 3.596791830368927 77.0050001 2.6174998499999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf692 6.667976608837448 6.864064391792946 78.258 0.7380000000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf693 2.246144404047719 2.339511873908647 78.1519997 0.8970004499999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf694 6.667976608837448 6.909987504117167 78.2274998 0.7837502999999941
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf695 2.1198365050597117 2.226586665758925 77.563999325 1.7790010125000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf696 3.583707888130399 3.713610021004709 77.442000425 1.961999362499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf697 2.6569618883562427 2.755911511991672 77.400999325 2.023501012499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf698 2.451397407992731 2.5816854239652836 77.936499725 1.2202504124999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf699 6.667976608837448 6.909292569537234 78.240000275 0.7649995875000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf700 6.667976608837448 6.888060375072763 78.114000325 0.9539995124999905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf701 2.861388571470648 2.96032416009145 76.88649945 2.7952508249999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf702 6.667976608837448 6.838827028580802 78.24050005 0.7642499250000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf703 2.4923674423692748 2.580127808006472 77.67449925 1.613251125000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf704 3.583707888130399 3.7085671174024606 77.491999575 1.8870006375000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf705 4.043677357816617 4.2160853118011 77.2919998 2.187000300000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf706 4.536059735840867 4.754239871814893 77.813999325 1.4040010125000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf707 3.2899763701093323 3.412694709443646 77.9330004 1.225499400000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf708 6.667976608837448 6.945581756210547 78.125999675 0.9360004874999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf709 4.043677357816617 4.215350322828559 77.320499575 2.1442506375000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf710 6.667976608837448 6.915279753444791 78.2800002 0.7049996999999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf711 4.043677357816617 4.220500632558647 77.253500775 2.2447488374999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf712 4.284293525440962 4.404048839429021 78.171000475 0.8684992875000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf713 3.3645721374196564 3.470114588122949 77.609999475 1.7100007875000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf714 6.667976608837448 6.943561559476498 77.9954996 1.1317505999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf715 4.6778278913883025 4.8580243696683 77.552999475 1.7955007875000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf716 2.4922157197577444 2.614323146311252 77.6785006 1.60724909999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf717 2.246371696224152 2.340884701439727 77.262000425 2.231999362500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf718 6.667976608837448 6.895500321123319 78.1885008 0.8422488000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf719 2.3915324192423677 2.488840779248986 76.881001075 2.8034983874999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf720 2.3811463299943783 2.477366806858501 77.0555006 2.541749099999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf721 4.534872390209773 4.693117478605879 78.093498825 0.9847517625000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf722 2.6703114929373606 2.7685071795860012 77.418500475 1.9972492874999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf723 2.2458532301987897 2.345039857840141 77.775 1.4624999999999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf724 3.6080369143793156 3.720912799581328 78.1530001 0.8954998500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf725 6.667976608837448 6.913243351841512 78.2205006 0.7942491000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf726 4.534872390209773 4.742216608949486 78.02450025 1.088249624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf727 6.667976608837448 6.87773104714411 78.22300045 0.790499324999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf728 1.964766997219365 2.044428850767928 77.3279997 2.13300044999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf729 4.534872390209773 4.734187227540446 78.0579999 1.038000150000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf730 4.536059735840867 4.742322547096401 77.90049995 1.2742500750000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf731 1.860275342345447 1.9401599895543669 78.42599915 0.48600127500000667
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf732 1.8455671524123904 1.9045582799116902 78.606999125 0.5430008749999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf733 1.858108512270538 1.9267942832171534 78.338000125 0.6179998125000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf734 3.1537070266970106 3.237989688192728 78.252999875 0.7455001874999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf735 2.182632127886916 2.2596793080142374 78.442999125 0.4605013124999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf736 3.2899763701093323 3.392734982414437 78.138501425 0.9172478624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf737 3.1537070266970106 3.234091991800725 78.22050075 0.794248875000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf738 2.8548026467713465 2.943692960058535 78.284500375 0.6982494375000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf739 2.3043420186212247 2.3712684928036274 78.33349955 0.6247506750000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf740 2.8548026467713465 2.9400815734137566 78.27450025 0.713249624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf741 1.9827301025831061 2.0643677856900533 78.362500225 0.5812496624999923
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf742 1.9802688040180572 2.0506075582245824 78.22650005 0.7852499250000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf743 3.1537070266970106 3.236828912015359 78.265999925 0.726000112499996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf744 2.3753889741449483 2.465453449901514 78.300000325 0.6749995125000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf745 1.9802688040180572 2.0471113103757066 78.385500125 0.5467498125000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf746 2.182632127886916 2.257780379219359 78.501499625 0.6485003750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf747 1.9815316081179883 2.050238408006403 78.301500625 0.6727490624999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf748 2.3759422280500138 2.482515982133865 78.350499675 0.599250487500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf749 2.377111460182521 2.4843813923982325 78.238999175 0.7665012374999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf750 3.1537070266970106 3.2416625729209696 78.2230003 0.7904995500000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf751 2.3735745097994343 2.463189090889632 78.163999475 0.8790007875000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf752 2.3043420186212247 2.3651425362512875 78.321499625 0.6427505624999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf753 2.7731619557018745 2.853375684263115 78.307999575 0.663000637500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf754 1.800263896522101 1.8678461687936367 78.19899945 0.8265008249999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf755 2.377111460182521 2.4835431369883607 78.233000325 0.7754995124999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf756 3.9373651319371827 4.040229525019018 77.6155006 1.7017490999999936
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf757 2.6930303261952275 2.7784706723366956 77.784500175 1.4482497374999923
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf758 3.2175964756147057 3.2903236772281494 77.565000675 1.7774989875000102
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf759 3.3298889724050635 3.408389872610326 77.81399975 1.4040003750000096
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf760 3.2175964756147057 3.2835000540064403 77.79449925 1.4332511249999982
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf761 5.4465490167573 5.527713531491858 77.543000525 1.8104992125000052
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf762 3.7437681107871312 3.8148361069421806 77.81699965 1.3995005250000006
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf763 2.4498646573831677 2.5262634437923612 77.9110006 1.2584991000000088
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf764 5.4465490167573 5.547544281301799 77.600999725 1.7235004125000088
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf765 3.2175964756147057 3.2930122442507153 77.59399985 1.7340002249999955
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf766 5.451548673319478 5.543977711576141 77.69649975 1.5802503749999985
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf767 1.8924171092992197 1.9611999770821087 77.32 2.1450000000000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf768 5.4465490167573 5.514115197055106 77.53899915 1.8165012750000074
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf769 5.451548673319478 5.532561345392776 77.7440003 1.5089995500000057
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf770 3.7414095718201557 3.8145285789814674 77.706999775 1.5645003375000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf771 2.691809695015783 2.7840495599168333 77.583999875 1.7490001874999948
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf772 3.7437681107871312 3.818432552841276 77.7714992 1.4677512000000092
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf773 4.284293525440962 4.410646039134177 78.043999525 1.0590007124999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf774 3.7414095718201557 3.8161407775863228 77.6845 1.5982500000000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf775 3.3280229582707603 3.409431306795998 77.590999775 1.7385003374999997
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf776 2.6930303261952275 2.7820315454288562 77.6789995 1.606500749999995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf777 3.934756442327827 4.050773797027558 77.45599925 1.9410011249999926
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf778 5.451548673319478 5.563458463398967 77.65 1.6499999999999915
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf779 3.9356502985757627 4.047908632634878 77.515500675 1.8517489875000024
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf780 5.4465490167573 5.566233744053583 77.39899925 2.026501124999996
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf781 5.451548673319478 5.535363322561137 77.64049945 1.6642508250000105
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf782 4.284293525440962 4.416617135047953 77.992000675 1.1369989875000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf783 3.934756442327827 4.047971029418239 77.547499875 1.8037501875000004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf784 2.182632127886916 2.2584130008231433 78.50150015 0.6484998500000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf785 2.033315008967273 2.108089952602041 77.8630003 1.330499550000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf786 5.4465490167573 5.524369347174629 77.6249994 1.6875009000000105
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf787 3.2899763701093323 3.413976833117728 78.0169998 1.0995003000000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf788 2.284900825239663 2.361247781559525 77.405499875 2.0167501874999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf789 3.9382601739417065 4.04071938992276 77.4635008 1.9297487999999916
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf790 3.2193406800126922 3.2920407076621756 77.4759993 1.911001050000003
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf791 3.9356502985757627 4.03884061103342 77.545499775 1.8067503375000058
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf792 5.451548673319478 5.555827030504903 77.5959998 1.731000299999998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf793 5.4465490167573 5.527751431978546 77.605000525 1.7174992125000088
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf794 5.4465490167573 5.518806686462629 77.57349925 1.7647511250000036
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf795 5.451548673319478 5.552410513672173 77.6295009 1.6807486500000053
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf796 5.4465490167573 5.542272548833935 77.5595004 1.7857493999999932
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf797 3.934756442327827 4.04978664047789 77.565498625 1.7767520624999946
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf798 3.9373651319371827 4.055176594087214 77.5310004 1.8284994000000054
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf799 3.1537070266970106 3.2472265712756547 78.08499915 0.9975012749999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf800 4.284293525440962 4.423628899130501 77.94200035 1.211999474999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf801 4.284293525440962 4.423604627120446 77.989000675 1.1414989875000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf802 4.284293525440962 4.408866852890343 78.133000875 0.92549868750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf803 3.9353855949102665 4.003982378653984 77.49199965 1.8870005250000048
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf804 5.451548673319478 5.518939178362705 77.596500125 1.7302498124999914
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf805 2.106677735880331 2.1740161366502466 77.572499625 1.766250562499991
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf806 1.8455671524123904 1.9082063778855407 78.3395001 0.6157498500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf807 4.284293525440962 4.428465547114748 78.007500225 1.1137496624999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf808 3.934756442327827 4.02268319513919 77.66750125 1.6237481249999988
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf809 5.451548673319478 5.555788744046661 77.58999985 1.7400002250000028
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf810 4.284293525440962 4.400211895596726 77.98450015 1.1482497749999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf811 1.891558391545437 1.9578857204398397 77.84100025 1.36349962500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf812 3.2899763701093323 3.40337671207965 78.053000125 1.0454998125000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf813 3.9382601739417065 4.049241353612842 77.412500075 2.0062498875000045
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf814 2.338266812968814 2.3962201329809805 77.975500125 1.1617498125000054
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf815 4.284293525440962 4.423615063664023 78.078999 1.006501500000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf816 3.2193406800126922 3.289359496826125 77.61799985 1.6980002249999941
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf817 4.284293525440962 4.421462702215931 78.058499125 1.037251312500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf818 2.8548026467713465 2.947988822952391 78.1924998 0.8362503000000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf819 5.4465490167573 5.550938376557849 77.449999775 1.9500003375000077
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf820 5.4465490167573 5.528158325653867 77.5774994 1.7587509000000097
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf821 6.667976608837448 6.899853413361786 77.995500225 1.131749662499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf822 6.667976608837448 6.925544044255328 78.0010006 1.1234991000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf823 6.667976608837448 6.940277098707771 78.079500425 1.0057493624999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf824 3.583707888130399 3.7159687608937313 77.385499225 2.0467511624999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf825 2.719183522010954 2.818631473434824 77.288999575 2.191500637499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf826 4.534872390209773 4.75046550411455 77.974000825 1.1639987624999932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf827 4.043677357816617 4.2160853118011 77.27799945 2.2080008250000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf828 2.963441721453401 3.126422705417744 77.929500675 1.2307489875000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf829 3.4376579787793173 3.5967826836087275 77.0490005 2.551499249999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf830 4.6778278913883025 4.863887534620082 77.55699955 1.7895006749999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf831 4.043677357816617 4.210945765973396 77.30549915 2.1667512749999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf832 2.963441721453401 3.1240043854625146 78.131999375 0.9270009374999901
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf833 2.4510505918363386 2.5859274135461723 77.7514998 1.4977502999999928
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf834 2.0668527194702353 2.1481392891584776 76.900002 2.774996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf835 6.667976608837448 6.961286391585053 78.1185006 0.9472490999999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf836 4.043677357816617 4.190468815637245 77.3214996 2.1427506000000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf837 4.043677357816617 4.220500632558647 77.314999975 2.1525000374999905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf838 4.534872390209773 4.731744220194097 78.001000625 1.1234990624999952
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf839 2.4922157197577444 2.6180028291656163 77.68899985 1.5915002249999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf840 6.667976608837448 6.909292569537234 78.1680008 0.8729987999999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf841 2.819286907273134 2.9420865828825242 77.1980002 2.3279997000000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf842 1.6877376461644804 1.7516836759683392 77.219994 2.2950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf843 6.667976608837448 6.945581756210547 78.109000275 0.9614995875000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf844 4.6778278913883025 4.8580243696683 77.57350025 1.7647496250000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf845 6.667976608837448 6.892261160484127 78.2325003 0.7762495500000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf846 6.667976608837448 6.921158485720297 78.20000035 0.8249994750000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf847 4.284293525440962 4.404048839429021 78.18399965 0.8490005249999939
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf848 2.6686433663819864 2.7791206787729803 78.1775008 0.8587487999999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf849 2.0351230776855713 2.1319987246444105 77.853500125 1.3447498125000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf850 4.534872390209773 4.754325944261379 77.8455002 1.3567496999999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf851 6.667976608837448 6.927106741469345 78.2215 0.792749999999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf852 2.430099606201403 2.5204212870780207 77.0174992 2.5987511999999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf853 3.4376579787793173 3.5999887297502267 76.985000175 2.647499737500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf854 4.534872390209773 4.74625553905048 77.835499375 1.3717509375000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf855 3.436975997446425 3.6000380814756294 76.8904994 2.789250900000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf856 6.667976608837448 6.969579317170272 77.963500725 1.1797489124999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf857 6.667976608837448 6.955545575746799 78.03849965 1.0672505249999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf858 4.536059735840867 4.742322547096401 77.90149955 1.2727506750000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf859 6.667976608837448 6.957546935238496 78.0020002 1.1219997000000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf860 2.0204226526575737 2.088551475535277 76.919998 2.74500299999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf861 6.667976608837448 6.9522497704666355 77.9634993 1.1797510500000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf862 4.284293525440962 4.428465547114748 78.027999725 1.0830004124999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf863 3.2899763701093323 3.416865136680075 77.876999875 1.3095001875000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf864 6.667976608837448 6.888085679618456 78.1380001 0.9179998500000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf865 2.3197317617594706 2.398449769900819 78.071999925 1.0170001124999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf866 6.667976608837448 6.943561559476498 78.008 1.1130000000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf867 2.8605474023907735 2.976519095940808 76.909499575 2.760750637500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf868 3.6080369143793156 3.7383271993530864 77.92649975 1.2352503749999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf869 6.667976608837448 6.957606978847814 78.05599975 1.041000375000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf870 4.536059735840867 4.754239871814893 77.7624998 1.4812502999999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf871 6.667976608837448 6.869914874011231 78.204000075 0.8189998875000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf872 2.8765046485500245 2.9908133454532666 77.818000175 1.3979997375000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf873 2.3194211980441355 2.3984716757113262 77.952000375 1.1969994375000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf874 4.534872390209773 4.740092331643253 77.95250055 1.1962491750000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf875 2.3915324192423677 2.488840779248986 76.93950005 2.71574992499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf876 4.534872390209773 4.721776609855117 77.8575001 1.3387498500000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf877 2.4510505918363386 2.5792323657222584 77.948000125 1.2029998125000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf878 6.667976608837448 6.888060375072763 78.0455004 1.0567494000000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf879 3.583707888130399 3.7072678362829703 77.5605001 1.784249850000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf880 6.667976608837448 6.957572752903414 78.16100065 0.8834990249999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf881 3.6080369143793156 3.7348626970813448 77.956999575 1.1895006375000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf882 2.3915324192423677 2.4877824489841 77.0050003 2.617499549999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf883 2.4510505918363386 2.5839930265139257 77.736999325 1.519501012500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf884 4.536059735840867 4.727230226204884 77.866499875 1.3252501874999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf885 4.536059735840867 4.72518652249768 77.980000275 1.1549995875000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf886 6.667976608837448 6.913663098654281 78.068000025 1.0229999624999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf887 2.8760271287530648 2.9886342040399336 77.8174999 1.398750149999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf888 2.8548026467713465 2.945844707312023 78.249000425 0.7514993624999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf889 2.182632127886916 2.2616390132827333 78.315999275 0.6510010875000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf890 2.182632127886916 2.2565161988293343 78.5549996 0.5950003999999979
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf891 3.1537070266970106 3.230224932620052 78.22750045 0.7837493250000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf892 2.8548026467713465 2.943692960058535 78.225500475 0.786749287499994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf893 1.9819165899657964 2.064713048026236 78.266501025 0.7252484625000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf894 2.8548026467713465 2.937938234048158 78.3095012 0.6607482000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf895 1.9827301025831061 2.064694595649865 78.292000425 0.6869993625000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf896 2.3043420186212247 2.3651425362512875 78.3400007 0.6149989499999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf897 2.8548026467713465 2.947988822952391 78.225499325 0.7867510124999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf898 1.5489912219689028 1.6072890859948716 78.159996 0.88500599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf899 2.182632127886916 2.2616417413191097 78.417000075 0.49949988749999363
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf900 2.2508548298031053 2.314955499141642 78.338500575 0.6172491375000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf901 2.3043420186212247 2.368153796089917 78.329001025 0.6314984625000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf902 2.182632127886916 2.2629089417680803 78.270499625 0.719250562500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf903 5.451548673319478 5.555805206546846 77.72750015 1.533749775000004
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf904 2.691809695015783 2.782725343378567 77.588999775 1.7415003374999927
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf905 3.2175964756147057 3.2903236772281494 77.60749935 1.7137509750000035
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf906 5.4465490167573 5.538110637058944 77.474000025 1.9139999625000073
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf907 5.4465490167573 5.514131413513261 77.601500275 1.7227495874999903
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf908 3.3280229582707603 3.4123036884459617 77.621499675 1.6927504875000068
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf909 2.448854465369845 2.52574464023318 77.974500125 1.1632498124999913
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf910 5.4465490167573 5.555174780194137 77.506999425 1.8645008624999946
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf911 5.4465490167573 5.56094294117805 77.47100045 1.918499324999992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf912 5.451548673319478 5.563458463398967 77.640499875 1.664250187499995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf913 2.182632127886916 2.2620340024978827 78.366999625 0.5745005624999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf914 5.4465490167573 5.546733585852673 77.5859996 1.7460006000000092
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf915 1.9777779931637773 2.048119808442372 77.279999 2.2050014999999945
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf916 5.4465490167573 5.522947660415607 77.648500275 1.6522495874999947
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf917 3.2175964756147057 3.291159762184176 77.718998725 1.5465019124999912
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf918 3.2899763701093323 3.4107051664875616 78.0499997 1.0500004499999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf919 5.4465490167573 5.535305878547388 77.5799984 1.7550024000000093
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf920 3.9356502985757627 4.047908632634878 77.48249965 1.901250525000009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf921 2.1179346615123955 2.1840351333329964 77.702499575 1.5712506374999933
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf922 5.4465490167573 5.5089229632999315 77.611000225 1.708499662500003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf923 4.284293525440962 4.4025087143652035 78.080499325 1.0042510124999922
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf924 2.535063484020091 2.5902428392024004 77.962500925 1.1812486124999992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf925 5.451548673319478 5.5581729326092 77.69300005 1.5854999250000077
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf926 2.6969048558862383 2.7777418629886332 77.5304995 1.8292507499999928
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf927 3.7414095718201557 3.8120430983839166 77.789499625 1.4407505624999928
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf928 1.9771195635799483 2.0484958112230833 77.300003 2.1749954999999943
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf929 4.284293525440962 4.428465547114748 77.96999965 1.1700005249999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf930 5.4465490167573 5.542272548833935 77.5699999 1.7700001500000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf931 2.0881315250888313 2.1605103922953295 77.9269995 1.2345007500000094
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf932 3.9356502985757627 4.049724187709533 77.448000375 1.9529994374999902
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf933 2.448854465369845 2.5268355230876054 77.884999125 1.2975013125000103
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf934 2.691809695015783 2.7840495599168333 77.53750075 1.81874887499999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf935 1.8914130275119099 1.9616807201404787 78.004500925 1.1182486124999969
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf936 3.2193406800126922 3.2785285137511946 77.64299995 1.6605000749999945
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf937 5.4465490167573 5.549904969960511 77.530500475 1.829249287500005
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf938 3.7414095718201557 3.8197396850291967 77.670999775 1.6185003375000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf939 4.284293525440962 4.425115972708313 78.062499825 1.031250262499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf940 2.0943487108115013 2.157585334415693 78.40299995 0.5205000750000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf941 1.9158324542675949 1.9830513052037344 77.93999975 1.2150003750000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf942 2.6238123412141414 2.68254848089981 77.39100015 2.0384997750000053
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf943 5.4465490167573 5.532873136984741 77.540999925 1.8135001125000088
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf944 2.448854465369845 2.5204425825410564 78.096500175 0.9802497374999959
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf945 2.319639798473322 2.3875044697530545 77.707000075 1.5644998875000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf946 2.448854465369845 2.5252555970927326 78.0034997 1.1197504499999908
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf947 5.451548673319478 5.504776616095898 77.79799975 1.4280003749999963
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf948 5.451548673319478 5.513737860146767 77.75549965 1.4917505249999934
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf949 4.284293525440962 4.420286634593191 78.11399995 0.9540000750000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf950 6.667976608837448 6.957606978847814 78.00299975 1.1205003749999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf951 2.861388571470648 2.96032416009145 76.8854997 2.7967504500000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf952 6.667976608837448 6.931678364680304 78.033999425 1.074000862499993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf953 2.6703114929373606 2.768190237912507 77.401500575 2.0227491375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf954 4.534872390209773 4.693117478605879 78.122500675 0.9412489875000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf955 3.2906012569235195 3.409462886666211 77.952499975 1.1962500375000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf956 6.667976608837448 6.957546935238496 78.042499675 1.061250487499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf957 2.8188281941087716 2.9421195446027912 76.9699994 2.670000899999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf958 6.667976608837448 6.945615864283225 77.998000425 1.1279993624999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf959 3.2899763701093323 3.388456084010876 78.1275004 0.9337493999999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf960 3.6080369143793156 3.73487013674335 78.0470011 1.0544983499999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf961 3.583707888130399 3.7159687608937313 77.32399985 2.1390002249999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf962 4.534872390209773 4.728071107792245 78.087499975 0.9937500374999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf963 1.8916195434103436 1.9645803371780421 78.0530005 1.045499250000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf964 6.667976608837448 6.931703990718565 78.20750085 0.8137487249999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf965 3.6080369143793156 3.7383271993530864 77.946500575 1.2052491374999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf966 3.583707888130399 3.706210435733709 77.462500025 1.9312499625000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf967 3.4376579787793173 3.592161796485846 77.0365002 2.570249699999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf968 4.534872390209773 4.701329731487527 78.048499675 1.0522504874999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf969 2.8605474023907735 2.968380880849888 77.1134998 2.4547503000000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf970 2.963441721453401 3.123595624712405 77.982000625 1.1519990625000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf971 2.963441721453401 3.117445370803917 78.218001525 0.797997712499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf972 3.4376579787793173 3.5999887297502267 76.964999425 2.677500862499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf973 2.8605474023907735 2.9750055062914664 76.981499525 2.6527507124999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf974 6.667976608837448 6.939033976932239 78.200501275 0.8242480875000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf975 2.8760271287530648 2.9886342040399336 77.78500065 1.447499024999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf976 4.534872390209773 4.742232509128803 77.81899995 1.3965000749999916
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf977 6.667976608837448 6.935390058264508 78.12349835 0.9397524749999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf978 6.667976608837448 6.949342503062413 78.1084997 0.9622504500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf979 6.667976608837448 6.888060375072763 77.994000575 1.1339991374999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf980 4.284293525440962 4.428465547114748 78.021500225 1.0927496625000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf981 3.6080369143793156 3.7273856702809565 78.1365005 0.9202492500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf982 2.4510505918363386 2.5859274135461723 77.759499975 1.4857500375000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf983 3.436975997446425 3.5922109338464736 77.00999965 2.610000525000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf984 6.667976608837448 6.878536756529147 78.281000475 0.7034992875000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf985 6.667976608837448 6.881645807458884 78.2364997 0.770250450000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf986 2.300042396952562 2.417783831409251 77.157999825 2.388000262499993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf987 6.667976608837448 6.927166260828193 78.13050045 0.9292493250000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf988 2.182632127886916 2.257780379219359 78.5584997 0.5915003000000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf989 4.536059735840867 4.734101882726804 77.9699995 1.1700007499999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf990 6.667976608837448 6.899853413361786 77.980500875 1.1542486874999938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf991 6.667976608837448 6.955545575746799 78.00549905 1.116751425000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf992 2.932870179838622 3.0338379064584338 77.857500025 1.3387499625000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf993 4.534872390209773 4.748751764838201 77.8730001 1.315499850000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf994 2.2458532301987897 2.3379492825375072 77.88900045 1.2914993250000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf995 4.536059735840867 4.736585337451565 77.913500175 1.2547497375000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf996 2.309650724267644 2.3849177093439624 77.07050035 2.519249474999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf997 4.536059735840867 4.742322547096401 77.900000975 1.2749985375000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf998 2.963441721453401 3.1114282661724526 78.32750035 0.633749475000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf999 2.6686433663819864 2.769167705836342 78.415499575 0.5017506375000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1000 4.284293525440962 4.423628899130501 77.950500225 1.1992496625000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1001 4.536059735840867 4.748665894101769 77.8040005 1.4189992499999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1002 6.667976608837448 6.909292569537234 78.181999975 0.8520000375000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1003 2.451397407992731 2.5772826840858793 77.9985003 1.1272495499999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1004 6.667976608837448 6.895559298579098 78.208999675 0.8115004874999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1005 4.284293525440962 4.411279815260259 78.17100015 0.8684997750000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1006 6.667976608837448 6.921158485720297 78.194000825 0.8339987624999949
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1007 2.2458532301987897 2.343679031234228 77.88950165 1.2907475250000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1008 4.6778278913883025 4.863887534620082 77.5305006 1.8292491000000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1009 3.436975997446425 3.6000380814756294 76.911999825 2.757000262500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1010 2.6686433663819864 2.781038478721889 78.09099915 0.9885012749999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1011 2.43044051828462 2.5222374055819508 77.43999935 1.9650009750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1012 4.284293525440962 4.397122942779738 78.152999375 0.8955009375000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1013 4.536059735840867 4.7421468740012225 77.7829996 1.4505006000000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1014 4.284293525440962 4.4025087143652035 78.0964996 0.980250599999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1015 3.6080369143793156 3.734285904101614 78.00099945 1.1235008250000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1016 2.7731619557018745 2.8483339635598943 78.343000275 0.6104995875000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1017 6.667976608837448 6.909351783161146 78.19599975 0.8310003750000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1018 4.534872390209773 4.717299395766035 78.057999375 1.0380009375000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1019 6.667976608837448 6.969579317170272 77.9790006 1.1564990999999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1020 4.534872390209773 4.716262722939762 78.006501025 1.1152484624999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1021 3.2906012569235195 3.4110573275965286 77.893000175 1.285499737500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1022 2.963441721453401 3.126422705417744 77.982500775 1.1512488374999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1023 4.534872390209773 4.743174734326106 77.94600085 1.2059987249999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1024 6.667976608837448 6.925544044255328 78.02299955 1.0905006750000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1025 4.536059735840867 4.716178023159264 77.967000425 1.1744993625000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1026 6.667976608837448 6.827241501834724 78.3300017 0.6299974500000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1027 3.6080369143793156 3.7308363084750233 78.101000325 0.9734995124999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1028 2.8765046485500245 2.9882260950192046 77.746499625 1.5052505625000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1029 6.667976608837448 6.866013445284192 78.24849945 0.7522508250000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1030 3.583707888130399 3.7125529081941426 77.45699975 1.9395003750000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1031 6.667976608837448 6.943621361939882 77.99300005 1.1354999249999906
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1032 1.6444726666105876 1.7174001348684558 78.219994 0.7950090000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1033 2.2508548298031053 2.314955499141642 78.309999475 0.6600007875000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1034 2.3759422280500138 2.478698783798782 78.349999775 0.6000003374999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1035 2.182632127886916 2.2584130008231433 78.498499375 0.6515006250000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1036 2.0943487108115013 2.1587410672030782 78.362000525 0.5819992125000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1037 2.2508548298031053 2.3140398582402213 78.43400025 0.4739996250000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1038 1.9819165899657964 2.0604426621571514 78.516999425 0.6330005750000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1039 2.3043420186212247 2.368153796089917 78.2904999 0.6892501499999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1040 2.7731619557018745 2.85650549665755 78.2200001 0.7949998500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1041 2.3735745097994343 2.460932890344339 78.249499325 0.7507510124999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1042 2.7731619557018745 2.850348512266871 78.307500125 0.6637498124999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1043 2.0943487108115013 2.157585334415693 78.383499925 0.549750112500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1044 3.1537070266970106 3.236676418243715 78.23650015 0.7702497750000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1045 2.377111460182521 2.484854730714019 78.15900005 0.8864999249999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1046 1.9815316081179883 2.048675052956541 78.355000775 0.5924988375000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1047 2.8548026467713465 2.937938234048158 78.266000375 0.7259994374999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1048 2.448854465369845 2.5252555970927326 78.045500025 1.0567499625000067
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1049 3.3280229582707603 3.4123036884459617 77.5895 1.7407499999999985
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1050 5.451548673319478 5.5505177694511785 77.702 1.5720000000000027
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1051 3.7414095718201557 3.812538368419503 77.7084998 1.5622503000000023
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1052 5.4465490167573 5.525287457493355 77.545000475 1.8074992875000078
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1053 2.4498646573831677 2.5262634437923612 77.99050005 1.1392499250000085
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1054 5.4465490167573 5.535305878547388 77.57399995 1.7640000749999984
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1055 2.0883087004736947 2.1516073876827955 77.695999425 1.5810008625000052
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1056 3.9356502985757627 4.053777386131879 77.4580006 1.9379990999999919
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1057 3.2175964756147057 3.2930122442507153 77.643 1.660499999999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1058 3.1537070266970106 3.2294250792706167 78.240499875 0.7642501875000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1059 4.003828196231736 4.09885487174162 77.5065006 1.8652491000000069
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1060 2.997549831495768 3.0672568256244306 77.486000225 1.895999662500003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1061 3.7414095718201557 3.8136531962686 77.769999475 1.4700007874999912
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1062 3.7414095718201557 3.817247411079043 77.6839996 1.5990005999999894
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1063 3.1537070266970106 3.24202071357344 78.2305 0.7792499999999905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1064 3.9353855949102665 4.017379553426401 77.429000275 1.9814995874999894
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1065 3.33625184038986 3.4448754566892084 77.986499175 1.1452512374999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1066 2.6964850998281396 2.777771245063891 77.919499525 1.2457507124999907
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1067 3.3280229582707603 3.409431306795998 77.650499175 1.6492512375000103
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1068 5.4465490167573 5.550916590989263 77.56399995 1.7790000750000061
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1069 1.7909672655736326 1.844605145905282 77.599998 1.725003000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1070 2.535063484020091 2.5919051568524196 77.841999425 1.362000862500004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1071 2.088383235611283 2.16049261755556 77.838000275 1.3679995875000017
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1072 3.33625184038986 3.44357634882227 77.9914997 1.1377504499999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1073 3.2175964756147057 3.2903236772281494 77.647498625 1.6537520625000042
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1074 5.4465490167573 5.558556376132939 77.45899885 1.9365017249999994
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1075 2.182632127886916 2.2616390132827333 78.3009999 0.6735001500000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1076 5.4465490167573 5.545676597019403 77.549000725 1.8014989125000014
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1077 3.9356502985757627 4.049724187709533 77.498499925 1.8772501124999934
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1078 3.934756442327827 4.053839963976456 77.5295002 1.8307496999999984
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1079 3.3298889724050635 3.4083754631588308 77.82349965 1.3897505249999966
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1080 3.7414095718201557 3.8015783019710936 77.85500125 1.3424981249999988
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1081 5.4465490167573 5.542272548833935 77.52800005 1.8329999249999958
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1082 5.451548673319478 5.5581729326092 77.68799935 1.5930009750000025
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1083 3.9356502985757627 4.03884061103342 77.606999775 1.7145003374999916
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1084 3.02357762044832 3.1543024508258153 77.470499775 1.91925033750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1085 4.001130723664586 4.090201309978443 77.39050045 2.039249324999993
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1086 3.7414095718201557 3.796236191680964 77.775500225 1.4617496624999973
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1087 5.4465490167573 5.531545052786463 77.59700025 1.7294996250000096
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1088 5.4465490167573 5.549904969960511 77.57299945 1.7655008250000037
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1089 5.4465490167573 5.546733585852673 77.616498975 1.7002515375000016
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1090 5.4465490167573 5.56094294117805 77.458501075 1.9372483874999986
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1091 2.691809695015783 2.7840495599168333 77.501500725 1.8727489125000005
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1092 4.284293525440962 4.420262399246525 78.093999125 0.9840013125000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1093 5.4465490167573 5.527751431978546 77.636000025 1.670999962499998
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1094 3.7414095718201557 3.8120430983839166 77.776000025 1.4609999624999972
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1095 2.691809695015783 2.780805217008571 77.6015001 1.7227498500000067
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1096 5.4465490167573 5.5089229632999315 77.5355001 1.8217498500000104
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1097 2.4498646573831677 2.5235918097682015 78.0529997 1.0455004499999987
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1098 1.6511383741023427 1.7059940752478937 78.160004 0.884993999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1099 2.448854465369845 2.5241626795688195 78.022499125 1.091251312500006
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1100 4.284293525440962 4.413285453573828 78.083999625 0.9990005624999938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1101 3.2906012569235195 3.404220935372313 77.89399965 1.2840005250000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1102 3.7437681107871312 3.8159419837780004 77.865000125 1.3274998125000081
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1103 5.4465490167573 5.553280151220852 77.505000175 1.8674997374999904
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1104 3.2175964756147057 3.288474217980872 77.71150035 1.5577494750000085
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1105 3.3298889724050635 3.411260499012196 77.849499925 1.3507501124999948
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1106 6.667976608837448 6.87773104714411 78.20300085 0.8204987250000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1107 3.3645721374196564 3.468781453416052 77.654498675 1.6432519875000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1108 4.536059735840867 4.74308906516609 77.9179999 1.2480001500000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1109 3.2899763701093323 3.401043887667123 78.103500525 0.9697492124999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1110 3.583707888130399 3.70215938504688 77.5050006 1.8674990999999963
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1111 2.932870179838622 3.0338379064584338 77.8775005 1.3087492500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1112 4.284293525440962 4.405834491235804 78.110500675 0.9592489875000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1113 3.2899763701093323 3.4000206756765508 77.9474991 1.2037513499999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1114 4.6778278913883025 4.8580536430400585 77.5924996 1.7362506000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1115 4.534872390209773 4.735906326677639 77.8979997 1.2780004500000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1116 2.8765046485500245 2.9908133454532666 77.766500125 1.4752498125000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1117 4.536059735840867 4.72551153559462 77.96799985 1.1730002250000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1118 1.8429979838679258 1.9234837499442703 77.825500325 1.3867495125000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1119 3.583707888130399 3.7072678362829703 77.4799999 1.9050001500000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1120 3.146212447130777 3.285915620051967 77.7369999 1.519500149999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1121 2.8605474023907735 2.9750055062914664 76.991999625 2.637000562499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1122 3.6080369143793156 3.7324799177595036 78.0829996 1.0005006000000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1123 6.667976608837448 6.9522497704666355 78.014000425 1.1039993624999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1124 6.667976608837448 6.940277098707771 78.037999725 1.0680004124999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1125 4.043677357816617 4.216107359933315 77.27399955 2.214000675000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1126 2.6686433663819864 2.781038478721889 78.168500525 0.8722492125000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1127 3.146783910356807 3.289003111572342 77.72600055 1.5359991750000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1128 6.667976608837448 6.92185580941093 78.1615003 0.8827495499999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1129 6.667976608837448 6.937379833974601 78.141999875 0.9120001875000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1130 3.436975997446425 3.593200615877372 77.037499625 2.568750562500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1131 2.246144404047719 2.339511873908647 78.1220006 0.9419990999999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1132 2.6703114929373606 2.7662901112317297 77.426000075 1.9859998874999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1133 6.667976608837448 6.899853413361786 78.046999775 1.054500337499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1134 2.451397407992731 2.5823154458516133 77.9255001 1.2367498500000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1135 6.667976608837448 6.949342503062413 78.032500275 1.0762495874999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1136 4.284293525440962 4.425115972708313 78.06050045 1.0342493249999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1137 4.536059735840867 4.723665263888522 78.013500225 1.104749662499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1138 2.963441721453401 3.1195122360550918 78.140999775 0.9135003375000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1139 2.182632127886916 2.2596793080142374 78.491999825 0.6580001750000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1140 6.667976608837448 6.945641593477637 78.136500725 0.9202489124999929
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1141 6.667976608837448 6.940302788363688 78.14650025 0.9052496249999962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1142 2.8760271287530648 2.9886342040399336 77.769999725 1.4700004124999921
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1143 4.043677357816617 4.214139592089958 77.2724995 2.2162507500000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1144 4.536059735840867 4.742322547096401 77.9045 1.2682500000000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1145 1.8916195434103436 1.9648763137934668 78.0205012 1.0942482000000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1146 3.3645721374196564 3.455688206680427 77.707 1.5645000000000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1147 3.6080369143793156 3.73487013674335 78.0715006 1.0177491000000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1148 2.4510505918363386 2.577307978375032 77.976999875 1.1595001874999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1149 6.667976608837448 6.927166260828193 78.2275001 0.7837498499999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1150 4.284293525440962 4.418123708973848 78.090999825 0.9885002625000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1151 3.6080369143793156 3.7383271993530864 77.920499375 1.2442509374999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1152 4.536059735840867 4.734101882726804 77.97850025 1.1572496250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1153 4.6778278913883025 4.855441215298032 77.643500325 1.6597495124999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1154 4.534872390209773 4.744900368015496 77.912500475 1.2562492874999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1155 2.7587669645421937 2.841427863476162 77.68549885 1.5967517249999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1156 6.667976608837448 6.933691651609004 78.19299935 0.8355009750000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1157 4.534872390209773 4.75046550411455 77.884499575 1.29825063749999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1158 6.667976608837448 6.909351783161146 78.21400065 0.803999024999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1159 6.667976608837448 6.931703990718565 78.13750035 0.9187494750000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1160 3.583707888130399 3.713610021004709 77.40799915 2.0130012750000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1161 4.284293525440962 4.406480613659296 78.14350035 0.9097494750000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1162 6.667976608837448 6.943998009173143 78.08450075 0.9982488749999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1163 3.6080369143793156 3.7314120362246332 78.078499975 1.0072500375000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1164 3.2906012569235195 3.4119496956763937 77.81099945 1.4085008250000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1165 6.667976608837448 6.917355518965718 78.126499725 0.9352504124999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1166 2.6686433663819864 2.7791247980264293 78.257000525 0.7394992125000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1167 3.2906012569235195 3.398001909458974 77.8709997 1.318500450000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1168 4.284293525440962 4.407323356791298 78.087999475 0.9930007874999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1169 6.667976608837448 6.935390058264508 78.073000175 1.0154997374999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1170 6.667976608837448 6.8917254911809 78.0680005 1.0229992500000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1171 4.534872390209773 4.743174734326106 77.97799995 1.158000075000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1172 6.667976608837448 6.904068599805471 78.1914999 0.8377501500000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1173 2.8765046485500245 2.9892851870917556 77.900999825 1.2735002625000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1174 2.963441721453401 3.1240043854625146 78.18849925 0.84225112499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1175 3.436975997446425 3.5824794165647145 77.1470015 2.4044977499999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1176 2.1748118144564184 2.247706069316452 77.484 1.899000000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1177 2.963441721453401 3.124752864598783 78.066000325 1.0259995124999932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1178 6.667976608837448 6.938285660905217 78.0374989 1.0687516499999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1179 2.3753889741449483 2.4677897533482804 78.30250075 0.6712488750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1180 1.678490974897254 1.7360856326762704 78.099998 0.975003000000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1181 1.9819165899657964 2.0639846347305455 78.364499875 0.5782501874999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1182 1.8592202766443369 1.9291025291111685 78.4280002 0.4829997000000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1183 2.182632127886916 2.2616417413191097 78.437001375 0.4694979375000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1184 2.3759422280500138 2.4853582806334664 78.258500675 0.7372489875000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1185 1.9815316081179883 2.0521766488249606 78.21500055 0.8024991750000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1186 2.7731619557018745 2.85650549665755 78.25100025 0.7484996249999938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1187 2.182632127886916 2.2620340024978827 78.399999275 0.5250010875000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1188 2.3753889741449483 2.466746001409044 78.2684995 0.7222507499999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1189 2.2508548298031053 2.3140398582402213 78.370000125 0.5699998124999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1190 2.182632127886916 2.2596793080142374 78.4640009 0.685999099999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1191 5.4465490167573 5.549904969960511 77.510000225 1.8599996625000017
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1192 5.4465490167573 5.553280151220852 77.538999975 1.8165000375000062
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1193 4.284293525440962 4.4043311747230645 78.12249985 0.9412502250000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1194 2.448854465369845 2.52574464023318 77.95550025 1.191749625
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1195 4.284293525440962 4.413285453573828 78.09600075 0.9809988749999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1196 4.284293525440962 4.415443643421501 78.1539999 0.8940001499999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1197 5.4465490167573 5.558572855038917 77.582999925 1.7505001125000064
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1198 5.451548673319478 5.539521104575153 77.696999525 1.579500712500007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1199 5.451548673319478 5.5581729326092 77.717499325 1.5487510124999915
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1200 3.2193406800126922 3.289359496826125 77.5909994 1.7385008999999982
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1201 5.451548673319478 5.563458463398967 77.60349975 1.7197503750000038
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1202 2.608146731152197 2.680291978464178 78.16049905 0.8842514250000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1203 2.182632127886916 2.2620340024978827 78.32750015 0.6337497749999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1204 4.001130723664586 4.092055009881839 77.3539998 2.0940003000000047
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1205 2.0330895021523983 2.0893559634312484 78.310500475 0.6592492875000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1206 3.7414095718201557 3.817247411079043 77.777999625 1.4580005624999899
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1207 3.2904162098349206 3.388961589193491 77.823999825 1.389000262499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1208 2.691809695015783 2.7840495599168333 77.5454995 1.806750749999992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1209 1.9802688040180572 2.0513265585034053 78.177000725 0.8594989125000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1210 3.3298889724050635 3.405509688265184 77.80050115 1.4242482749999965
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1211 5.4465490167573 5.528158325653867 77.6694994 1.6207508999999902
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1212 3.2175964756147057 3.288474217980872 77.750500475 1.4992492875000067
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1213 3.2906012569235195 3.4106608692317826 77.881000475 1.30349928750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1214 2.182632127886916 2.2603732343247387 78.442500475 0.46124928749999583
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1215 5.4465490167573 5.546733585852673 77.547500075 1.8037498874999969
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1216 5.4465490167573 5.516806951559674 77.667500625 1.6237490624999964
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1217 2.6952613355601907 2.7784629194633435 77.682499425 1.6012508624999953
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1218 1.8428314792226956 1.905756615315981 77.279999 2.2050014999999945
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1219 5.4465490167573 5.542272548833935 77.587500025 1.7437499625000044
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1220 4.284293525440962 4.405834491235804 78.137999725 0.9180004124999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1221 2.2625335005554486 2.341642387609432 77.937999625 1.218000562499995
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1222 3.2906012569235195 3.4148263240740673 77.814499925 1.4032501124999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1223 5.4465490167573 5.566233744053583 77.42200035 1.991999474999993
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1224 2.448854465369845 2.5241626795688195 78.0514997 1.0477504500000094
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1225 2.6956807106735945 2.7714086121136297 77.77950025 1.4557496250000028
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1226 5.4465490167573 5.5216702097454995 77.557500175 1.788749737499998
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1227 3.934756442327827 4.053839963976456 77.4919998 1.8870002999999969
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1228 4.284293525440962 4.425115972708313 78.091499675 0.9877504875000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1229 5.4465490167573 5.545676597019403 77.467500125 1.9237498124999988
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1230 2.695556524554426 2.7521442439112582 77.632001075 1.6769983874999923
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1231 4.001130723664586 4.090201309978443 77.370999175 2.0685012375000085
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1232 5.4465490167573 5.5089229632999315 77.56999975 1.7700003750000093
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1233 5.451548673319478 5.5505177694511785 77.694500375 1.583249437499994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1234 3.9353855949102665 4.0155928773567435 77.464500175 1.9282497375000034
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1235 3.3280229582707603 3.3955040609142295 77.696999775 1.5795003375000078
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1236 3.3280229582707603 3.4123036884459617 77.613499225 1.7047511625000027
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1237 3.7414095718201557 3.8120430983839166 77.7164995 1.5502507500000036
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1238 2.6042564579324607 2.6628540232529696 77.980999425 1.1535008625000103
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1239 5.4465490167573 5.56094294117805 77.508499775 1.8622503374999937
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1240 2.695556524554426 2.7631704623791036 77.574000025 1.7639999624999945
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1241 2.691809695015783 2.780805217008571 77.596499225 1.7302511624999966
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1242 3.33625184038986 3.4478226413070856 77.93699985 1.2195002249999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1243 3.583707888130399 3.7159687608937313 77.3099993 2.160001049999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1244 2.6686433663819864 2.7742510869594224 78.304000525 0.6689992124999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1245 2.861019795261061 2.9764853589355664 76.920999525 2.7435007125000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1246 3.583707888130399 3.699893478683815 77.567500075 1.7737498875000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1247 6.667976608837448 6.939033976932239 78.169499625 0.8707505624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1248 6.667976608837448 6.961286391585053 78.1449999 0.9075001499999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1249 6.667976608837448 6.945615864283225 78.0169998 1.0995003000000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1250 4.284293525440962 4.428465547114748 78.0214997 1.0927504499999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1251 6.667976608837448 6.913243351841512 78.194499825 0.8332502625000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1252 4.536059735840867 4.754239871814893 77.71600015 1.550999775000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1253 3.146783910356807 3.2787057638129036 77.74900045 1.5014993250000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1254 4.043677357816617 4.2160853118011 77.338500225 2.1172496624999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1255 3.4376579787793173 3.5999887297502267 76.979499875 2.655750187499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1256 6.667976608837448 6.945581756210547 78.067500075 1.0237498875000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1257 4.043677357816617 4.220500632558647 77.27149965 2.2177505250000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1258 6.667976608837448 6.943561559476498 78.07099935 1.0185009750000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1259 6.667976608837448 6.899853413361786 78.039001075 1.0664983874999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1260 3.2906012569235195 3.4110573275965286 77.84549965 1.3567505250000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1261 3.6080369143793156 3.7273856702809565 78.13100035 0.9284994750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1262 6.667976608837448 6.969579317170272 78.0065002 1.1152496999999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1263 2.451397407992731 2.585901949788735 77.747500525 1.50374921249999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1264 6.667976608837448 6.927106741469345 78.142999375 0.9105009374999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1265 6.667976608837448 6.9522497704666355 78.030499625 1.0792505624999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1266 6.667976608837448 6.909292569537234 78.242999675 0.7605004875000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1267 2.2458532301987897 2.343679031234228 77.88099955 1.3035006750000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1268 6.667976608837448 6.957546935238496 77.916500125 1.2502498125000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1269 6.667976608837448 6.883604859660244 78.236500275 0.7702495875000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1270 6.667976608837448 6.895500321123319 78.23250025 0.7762496249999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1271 6.667976608837448 6.913663098654281 78.0454995 1.056750749999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1272 4.536059735840867 4.733708271021923 77.8340006 1.373999100000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1273 4.6778278913883025 4.8580243696683 77.581000125 1.7534998124999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1274 2.963441721453401 3.1114282661724526 78.29200035 0.6869994750000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1275 2.6686433663819864 2.781038478721889 78.137500525 0.9187492125000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1276 3.583707888130399 3.7125455571758734 77.458999075 1.9365013875000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1277 4.536059735840867 4.742322547096401 77.89600045 1.2809993249999962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1278 6.667976608837448 6.883780921957778 78.204501125 0.8182483125000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1279 2.4510505918363386 2.5792323657222584 77.9475006 1.2037491000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1280 2.8765046485500245 2.9851743933527453 78.01199955 1.1070006750000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1281 6.667976608837448 6.921158485720297 78.160500325 0.8842495124999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1282 2.2803658124921733 2.3713873067077516 77.8480004 1.3529993999999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1283 6.667976608837448 6.895559298579098 78.20700015 0.8144997750000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1284 4.6778278913883025 4.863887534620082 77.549999975 1.8000000374999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1285 4.536059735840867 4.72518652249768 78.0040002 1.1189997000000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1286 6.667976608837448 6.896192483892995 78.268001 0.7229985000000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1287 2.963441721453401 3.116641745861765 78.252999475 0.7455007875000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1288 6.667976608837448 6.888060375072763 78.072999525 1.0155007124999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1289 3.5179117068986385 3.6703343453632833 77.361000075 2.0834998874999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1290 2.6686433663819864 2.7791206787729803 78.197999625 0.8280005625000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1291 4.284293525440962 4.408866852890343 78.168999925 0.8715001125000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1292 6.667976608837448 6.957572752903414 78.1380003 0.9179995499999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1293 4.534872390209773 4.725271546164815 78.0779995 1.0080007499999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1294 4.284293525440962 4.418764780305627 78.0814993 1.0027510499999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1295 4.284293525440962 4.411279815260259 78.15799955 0.8880006750000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1296 6.667976608837448 6.949282602011335 78.0450005 1.0574992499999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1297 6.667976608837448 6.925122853599527 78.151999825 0.8970002624999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1298 4.536059735840867 4.74308906516609 77.894499775 1.2832503375000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1299 6.667976608837448 6.957606978847814 77.936000225 1.2209996624999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1300 3.2906012569235195 3.409462886666211 77.9090004 1.2614994000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1301 4.534872390209773 4.754325944261379 77.7869993 1.4445010499999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1302 3.6080369143793156 3.7348626970813448 77.96200045 1.1819993249999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1303 2.7731619557018745 2.8483339635598943 78.3434994 0.6097509000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1304 1.8455671524123904 1.9082063778855407 78.375500975 0.5617485375000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1305 3.1537070266970106 3.2428268191593412 78.1604992 0.8842511999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1306 1.9802688040180572 2.0502851922337255 78.2910009 0.6884986499999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1307 2.7731619557018745 2.8544822384618715 78.239500475 0.7657492875000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1308 2.3753889741449483 2.466746001409044 78.24800045 0.7529993249999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1309 2.608146731152197 2.676435242956882 78.159998775 0.885001837499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1310 2.182632127886916 2.2607650555668064 78.38300025 0.5504996250000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1311 2.3759422280500138 2.48382649088806 78.30849875 0.6622518750000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1312 3.1537070266970106 3.2416625729209696 78.24099945 0.7635008249999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1313 2.8548026467713465 2.9458339434316114 78.1964996 0.8302506000000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1314 3.1537070266970106 3.2454252304072377 78.196999525 0.8295007125000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1315 4.044685464054495 4.134615033121693 77.499500075 1.8757498874999996
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1316 5.4465490167573 5.546733585852673 77.560998975 1.783501537499994
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1317 5.4465490167573 5.558572855038917 77.5669998 1.7745002999999926
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1318 3.934756442327827 4.047971029418239 77.60950015 1.7107497749999965
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1319 4.003828196231736 4.09885487174162 77.5099994 1.8600009000000028
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1320 5.451548673319478 5.555805206546846 77.66250015 1.6312497750000006
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1321 1.903926364745234 1.9630841514192998 78.1795002 0.8557496999999898
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1322 2.4498646573831677 2.5231035998683846 78.100500225 0.974249662499993
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1323 5.451548673319478 5.5371692394719805 77.740001125 1.5149983124999906
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1324 2.7731619557018745 2.858527267048354 78.0845013 0.9982480500000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1325 2.691809695015783 2.782127606280618 77.568500025 1.7722499624999912
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1326 3.7437681107871312 3.805176927812977 77.8360002 1.3709996999999987
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1327 5.4465490167573 5.558556376132939 77.44349995 1.9597500749999952
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1328 4.284293525440962 4.423604627120446 78.0400009 1.0649986500000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1329 2.089043283685113 2.150837819842396 77.7650008 1.4774988000000064
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1330 5.4465490167573 5.54752786772132 77.519998525 1.8450022124999919
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1331 5.4465490167573 5.511259502403536 77.63000035 1.6799994749999954
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1332 5.4465490167573 5.538110637058944 77.520499075 1.8442513874999946
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1333 3.7414095718201557 3.8145285789814674 77.6179995 1.6980007500000056
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1334 3.33625184038986 3.434082895203704 77.963498775 1.1797518374999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1335 2.691809695015783 2.780805217008571 77.595499575 1.7317506374999923
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1336 3.9356502985757627 4.047908632634878 77.4784996 1.9072505999999905
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1337 3.2906012569235195 3.4168206792730107 77.7334995 1.5247507500000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1338 5.451548673319478 5.555788744046661 77.599000525 1.7264992125000092
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1339 2.010340112374465 2.0708104248948542 77.440002 1.9649969999999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1340 2.448854465369845 2.5268355230876054 77.9180006 1.2479991000000012
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1341 5.4465490167573 5.514115197055106 77.550500025 1.7992499624999923
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1342 5.4465490167573 5.532873136984741 77.52699985 1.8345002250000064
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1343 3.2175964756147057 3.291159762184176 77.747000325 1.5044995124999971
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1344 5.4465490167573 5.539109879036831 77.567999575 1.7730006374999974
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1345 4.284293525440962 4.428465547114748 78.0034993 1.1197510499999979
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1346 2.691809695015783 2.7840495599168333 77.50999955 1.8600006749999949
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1347 2.448854465369845 2.5252521960416203 77.927000625 1.2344990624999923
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1348 5.4465490167573 5.542272548833935 77.55899955 1.7865006750000063
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1349 3.9379951191020344 4.002546131694702 77.505499775 1.8667503374999939
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1350 3.7437681107871312 3.818432552841276 77.8040009 1.4189986499999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1351 3.7414095718201557 3.8197396850291967 77.6645 1.6282499999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1352 1.9556320355258012 2.0031286953798344 78.080002 1.0049970000000101
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1353 4.284293525440962 4.411303952207591 78.17100045 0.868499325000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1354 5.4465490167573 5.535305878547388 77.615999825 1.7010002624999956
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1355 3.2904162098349206 3.393767110905851 77.77050005 1.4692499250000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1356 3.2175964756147057 3.2930122442507153 77.621999525 1.6920007124999898
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1357 4.001130723664586 4.090201309978443 77.38550045 2.0467493250000075
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1358 3.2899763701093323 3.3980458784967533 78.050499725 1.0492504125000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1359 3.2193406800126922 3.2920407076621756 77.51250005 1.8562499250000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1360 3.1537070266970106 3.2408570459785877 78.268500375 0.7222494374999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1361 5.451548673319478 5.563458463398967 77.5769989 1.75950164999999
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1362 2.1969633223553817 2.260724561861035 77.769000475 1.4714992875000021
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1363 5.4465490167573 5.550938376557849 77.4570005 1.9394992499999901
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1364 3.934756442327827 4.038902728568405 77.564500175 1.7782497374999906
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1365 3.2906012569235195 3.3971168213835976 77.92350025 1.2397496249999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1366 5.451548673319478 5.54477120431233 77.6799991 1.6050013499999949
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1367 3.0203920808433176 3.0838330573669452 77.336499475 2.120250787500005
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1368 6.667976608837448 6.931703990718565 78.18300035 0.8504994749999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1369 6.667976608837448 6.955545575746799 78.0275003 1.0837495500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1370 4.043677357816617 4.216107359933315 77.29099965 2.188500524999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1371 4.284293525440962 4.423628899130501 77.992000425 1.1369993624999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1372 3.2906012569235195 3.409462886666211 77.916000525 1.2509992124999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1373 4.536059735840867 4.726137777966228 77.977000025 1.159499962500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1374 6.667976608837448 6.899853413361786 77.988500575 1.142249137499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1375 2.8765046485500245 2.9908133454532666 77.767000175 1.4744997374999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1376 3.6080369143793156 3.7308288848746654 78.0005005 1.1242492499999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1377 4.534872390209773 4.748751764838201 77.795000075 1.4324998874999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1378 2.8605474023907735 2.9743270390516874 77.0604998 2.5342502999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1379 3.6080369143793156 3.734285904101614 77.944999725 1.2075004124999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1380 2.6686433663819864 2.781038478721889 78.0805 1.004249999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1381 3.2899763701093323 3.4098134491971583 78.0629995 1.0305007499999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1382 4.6778278913883025 4.8580536430400585 77.562999725 1.780500412500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1383 2.6686433663819864 2.7791206787729803 78.158999825 0.8865002625000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1384 2.8760271287530648 2.9867345477279637 77.774498925 1.4632516124999952
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1385 6.667976608837448 6.938285660905217 78.0165001 1.1002498499999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1386 3.6080369143793156 3.7383271993530864 77.94099985 1.2135002250000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1387 2.6686433663819864 2.776162169724623 78.3109989 0.658501649999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1388 4.6778278913883025 4.823082513728066 77.619498875 1.6957516874999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1389 6.667976608837448 6.969579317170272 78.0029999 1.120500149999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1390 4.536059735840867 4.748665894101769 77.82250045 1.3912493249999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1391 6.667976608837448 6.943998009173143 78.076499925 1.0102501125000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1392 4.534872390209773 4.742232509128803 77.885000625 1.2974990624999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1393 6.667976608837448 6.935390058264508 78.0605003 1.0342495499999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1394 6.667976608837448 6.931678364680304 78.0494995 1.050750750000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1395 4.534872390209773 4.721776609855117 77.832000675 1.376998987499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1396 2.6686433663819864 2.7768865857466256 78.148000525 0.9029992124999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1397 6.667976608837448 6.913302633202612 78.211999275 0.8070010875000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1398 4.043677357816617 4.215350322828559 77.279000125 2.206499812500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1399 6.667976608837448 6.890297178775922 78.24649945 0.7552508249999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1400 3.146212447130777 3.2890443050172884 77.7119996 1.557000600000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1401 4.536059735840867 4.742322547096401 77.9660004 1.175999400000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1402 3.2906012569235195 3.406595283630564 77.897500075 1.2787498875000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1403 3.436975997446425 3.5860536225765123 77.01950065 2.5957490250000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1404 4.534872390209773 4.734187227540446 77.96299935 1.180500974999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1405 4.536059735840867 4.75037957138908 77.8559998 1.3410002999999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1406 6.667976608837448 6.943621361939882 78.0144995 1.1032507500000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1407 6.667976608837448 6.945641593477637 78.152000275 0.896999587499991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1408 2.7587669645421937 2.838330986456511 77.767500725 1.4737489124999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1409 4.536059735840867 4.7421468740012225 77.864499725 1.3282504124999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1410 6.667976608837448 6.921158485720297 78.188500025 0.8422499625000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1411 3.583707888130399 3.7159687608937313 77.41499965 2.002500525000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1412 2.4510505918363386 2.5847849234496096 77.766499475 1.475250787499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1413 1.801047653434755 1.8826867721391538 77.799995 1.4250075000000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1414 6.667976608837448 6.9522497704666355 77.9869996 1.1445005999999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1415 6.667976608837448 6.923475335537876 78.0979993 0.9780010500000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1416 6.667976608837448 6.909351783161146 78.155000475 0.8924992875000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1417 3.5171975148419703 3.667062551330162 77.4359997 1.9710004500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1418 2.963441721453401 3.123595624712405 78.013999875 1.1040001875000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1419 6.667976608837448 6.927166260828193 78.180500775 0.8542488375000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1420 6.667976608837448 6.919801918792052 78.177999575 0.8580006374999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1421 2.8188281941087716 2.9296221452433486 76.994500125 2.6332498124999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1422 3.583707888130399 3.7072678362829703 77.4870001 1.8944998499999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1423 6.667976608837448 6.957606978847814 78.02849925 1.0822511250000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1424 6.667976608837448 6.945615864283225 78.038500425 1.0672493625000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf1425 6.667976608837448 6.949342503062413 78.083500225 0.9997496625000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index b7c64465427c57228b09acb539ae6a2004e5484e..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,5851 +0,0 @@
-31011.281143999997
-+++++
-conf1 1 1 78.75 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-6 gpu mul fp32 1 add fp32 1
-7 gpu softmax fp32 1
------
-+++++
-conf1 2.2508548298031053 2.309588591075963 78.6258339 0.5241660999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf2 3.1537070266970106 3.225425295745233 78.4283332 0.48250020000000404
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf3 3.1537070266970106 3.24202071357344 78.39416715 0.5337492749999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf4 2.8548026467713465 2.945844707312023 78.3983333 0.5275000499999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf5 3.1537070266970106 3.2329340079861937 78.45166625 0.6983337499999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf6 2.7731619557018745 2.851356855753797 78.377499225 0.558751162500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf7 2.6031149578170987 2.658777458736521 78.300833675 0.6737494874999896
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf8 1.7390136602229616 1.7999866592558948 78.8608336 0.2891663999999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf9 2.182632127886916 2.2616390132827333 78.42249945 0.4912508249999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf10 2.3762578563363914 2.4611429657430066 78.3466679 0.6049981500000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf11 2.3043420186212247 2.3732812213453003 78.4441662 0.45875070000000306
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf12 4.284293525440962 4.411792557789322 78.35166645 0.5975003250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf13 2.3753889741449483 2.465453449901514 78.3425 0.6112499999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf14 2.608146731152197 2.685080803247175 78.239166025 0.7662509624999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf15 2.377111460182521 2.4820135831761436 78.458333525 0.6916664749999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf16 2.3735745097994343 2.46447926861686 78.475834475 0.6741655250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf17 1.9815316081179883 2.050238408006403 78.35416605 0.5937509249999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf18 2.182632127886916 2.2607650555668064 78.5400008 0.6099991999999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf19 2.0323937361434 2.089747260703335 78.447499675 0.45375048749999536
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf20 4.284293525440962 4.408866852890343 78.374166925 0.5637496125000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf21 2.3043420186212247 2.371891407838396 78.4675 0.6824999999999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf22 4.284293525440962 4.395423073504465 78.387500825 0.5437487624999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf23 4.284293525440962 4.418788999232786 78.32916615 0.6312507749999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf24 4.284293525440962 4.388016910569641 78.33750065 0.6187490250000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf25 3.1537070266970106 3.2376351992433388 78.4550001 0.6949998999999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf26 2.3735745097994343 2.461684497870872 78.57083385 0.5791661500000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf27 2.3762578563363914 2.460472296172346 78.325834275 0.6362485874999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf28 4.284293525440962 4.390634382035477 78.3883325 0.5425012499999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf29 1.9819165899657964 2.0639846347305455 78.3549999 0.5925001500000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf30 2.377111460182521 2.486387789355875 78.341666825 0.6124997624999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf31 2.3753889741449483 2.466746001409044 78.297499675 0.6787504875000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf32 2.7731619557018745 2.8551071264007106 78.3100002 0.6599996999999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf33 1.8455671524123904 1.9059093462795524 78.7299997 0.42000030000000665
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf34 4.284293525440962 4.4025087143652035 78.3141674 0.6537488999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf35 3.1537070266970106 3.237989688192728 78.43166655 0.47750017499999586
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf36 2.377111460182521 2.4835431369883607 78.42999965 0.48000052500000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf37 3.1537070266970106 3.2294250792706167 78.462500325 0.6874996750000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf38 3.2899763701093323 3.402325454829827 78.230833275 0.7787500875000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf39 2.2508548298031053 2.3140398582402213 78.574166375 0.5758336249999957
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf40 2.3762578563363914 2.462639374305316 78.3550005 0.5924992499999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf41 1.7820488258085965 1.8335966723222024 78.73333 0.41667000000000487
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf42 1.6612072845114798 1.722405201003248 78.133331 0.9250035000000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf43 2.8548026467713465 2.9354416176827223 78.4075006 0.5137490999999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf44 2.0943487108115013 2.157585334415693 78.535832925 0.614167075000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf45 4.284293525440962 4.423615063664023 78.326665675 0.6350014874999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf46 1.8455671524123904 1.9082063778855407 78.45916675 0.6908332500000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf47 2.3043420186212247 2.368153796089917 78.3724997 0.5662504499999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf48 1.9819165899657964 2.063658049466491 78.4008341 0.523748850000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf49 1.8455671524123904 1.9045582799116902 78.810001 0.3399990000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf50 4.284293525440962 4.425115972708313 78.274166525 0.7137502125000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf51 2.377111460182521 2.479722781656057 78.50083355 0.6491664500000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf52 1.9827301025831061 2.062732648103063 78.580833475 0.5691665249999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf53 2.4131340247631896 2.4821782359610283 78.225000025 0.7874999625000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf54 1.6089164092837285 1.665226190586269 78.433334 0.47499899999999684
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf55 1.9802688040180572 2.0506075582245824 78.526666425 0.6233335749999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf56 1.6091702079525512 1.6729926286811392 78.433334 0.47499899999999684
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf57 3.1537070266970106 3.2408570459785877 78.41666655 0.5000001749999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf58 4.284293525440962 4.386424897375421 78.429166875 0.4812496874999894
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf59 3.1537070266970106 3.234091991800725 78.394166475 0.5337502874999913
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf60 1.6439130110645057 1.7169088980541447 78.133331 0.9250035000000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf61 2.182632127886916 2.2603732343247387 78.55666715 0.5933328500000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf62 3.1537070266970106 3.236676418243715 78.4616668 0.6883331999999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf63 2.7731619557018745 2.853375684263115 78.40999965 0.5100005249999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf64 3.1537070266970106 3.2215577711150623 78.418333275 0.49750008750000774
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf65 2.3759422280500138 2.4848847504747464 78.2866669 0.6949996499999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf66 2.3043420186212247 2.3651425362512875 78.396666025 0.5300009624999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf67 4.284293525440962 4.411303952207591 78.332499925 0.62625011250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf68 4.284293525440962 4.391204406011109 78.3800001 0.5549998499999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf69 2.3753889741449483 2.4662795363463097 78.269999725 0.7200004124999921
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf70 2.608146731152197 2.680291978464178 78.226666425 0.7850003624999928
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf71 2.8548026467713465 2.9458339434316114 78.414167425 0.5037488624999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf72 2.3759422280500138 2.4809876928701176 78.42083345 0.49374982499999476
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf73 1.8592202766443369 1.9291025291111685 78.505833075 0.6441669250000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf74 2.182632127886916 2.2584130008231433 78.6199985 0.5300015000000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf75 1.8455671524123904 1.907584191133188 78.56750045 0.5824995500000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf76 1.9827301025831061 2.0643677856900533 78.539165875 0.6108341250000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf77 2.3043420186212247 2.3732812213453003 78.4458326 0.4562510999999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf78 2.3735745097994343 2.460932890344339 78.551667025 0.5983329749999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf79 2.3753889741449483 2.4616885032789275 78.43916705 0.466249425000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf80 1.9802688040180572 2.0486722788262868 78.724165975 0.4258340249999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf81 4.284293525440962 4.411279815260259 78.3708334 0.5687499000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf82 3.1537070266970106 3.2472265712756547 78.381667 0.5524995000000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf83 2.182632127886916 2.2620340024978827 78.436666475 0.47000028750000666
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf84 3.1537070266970106 3.2271471777457053 78.447500425 0.4537493624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf85 1.9819165899657964 2.0604426621571514 78.49250045 0.6574995500000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf86 2.3735745097994343 2.459431051538819 78.5775003 0.572499700000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf87 1.860275342345447 1.9401599895543669 78.694167075 0.4558329250000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf88 2.182632127886916 2.257780379219359 78.67083405 0.4791659500000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf89 1.8455671524123904 1.9073052219045115 78.663332725 0.4866672749999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf90 2.3753889741449483 2.463193101195436 78.354166375 0.5937504374999918
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf91 1.7390136602229616 1.8007909655895533 78.7716667 0.37833330000000276
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf92 4.284293525440962 4.409149806289713 78.355833 0.5912504999999939
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf93 2.3735745097994343 2.464013660363911 78.4691669 0.6808330999999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf94 4.284293525440962 4.420286634593191 78.33583295 0.6212505750000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf95 3.1537070266970106 3.230224932620052 78.4016665 0.5225002499999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf96 2.182632127886916 2.2629089417680803 78.366666775 0.5749998375000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf97 1.5974008184189907 1.6604949662777082 78.133339 0.9249914999999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf98 2.7731619557018745 2.85650549665755 78.3775003 0.5587495500000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf99 4.284293525440962 4.405834491235804 78.33083305 0.6287504250000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf100 4.284293525440962 4.399265350117549 78.398333325 0.5275000125000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf101 3.1537070266970106 3.235844481009366 78.502499925 0.647500075000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf102 2.8548026467713465 2.943692960058535 78.4100001 0.5099998499999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf103 4.284293525440962 4.4043311747230645 78.413333375 0.5049999375000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf104 1.564576571997357 1.619382718219476 78.366661 0.5750085000000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf105 2.2508548298031053 2.3136293546022677 78.574166025 0.5758339750000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf106 4.284293525440962 4.4139492874120085 78.339167025 0.6162494625000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf107 3.2899763701093323 3.394640185653163 78.321666775 0.6424998375000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf108 2.3759422280500138 2.482515982133865 78.37416705 0.5637494250000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf109 1.9815316081179883 2.048675052956541 78.30083255 0.6737511750000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf110 1.9827301025831061 2.064694595649865 78.47083355 0.6791664500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf111 3.1537070266970106 3.2405803503361104 78.4125008 0.5062487999999945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf112 1.6436481357047366 1.7087303650014436 78.0 1.125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf113 2.2508548298031053 2.314955499141642 78.3991667 0.5262499500000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf114 2.3735745097994343 2.465987280975113 78.379999675 0.5550004875000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf115 2.8548026467713465 2.937938234048158 78.490833225 0.6591667749999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf116 4.284293525440962 4.393598068627883 78.414166075 0.5037508875000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf117 3.2899763701093323 3.401043887667123 78.322500425 0.6412493624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf118 4.284293525440962 4.4040728973103604 78.379166025 0.5562509624999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf119 3.2899763701093323 3.398934726613046 78.2433332 0.7600002000000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf120 4.284293525440962 4.401925806081971 78.363333675 0.5799994874999896
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf121 3.1537070266970106 3.2454252304072377 78.390000625 0.5399990625000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf122 2.182632127886916 2.2596793080142374 78.608333025 0.5416669750000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf123 1.9802688040180572 2.0513265585034053 78.435834225 0.47124866250000963
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf124 1.564548155630541 1.6253085672558667 78.333336 0.6249959999999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf125 2.182632127886916 2.2616417413191097 78.525833925 0.6241660749999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf126 3.9353855949102665 3.993342951444547 77.763333475 1.479999787500006
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf127 3.7414095718201557 3.8197396850291967 77.884999975 1.2975000375000008
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf128 2.4498646573831677 2.5262634437923612 78.025831825 1.086252262500004
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf129 3.9382601739417065 4.028634682462444 77.709167625 1.5612485624999906
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf130 5.451548673319478 5.527770818029924 77.92333335 1.2399999750000106
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf131 3.33625184038986 3.4478226413070856 78.079165625 1.0062515624999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf132 4.284293525440962 4.428465547114748 78.24749945 0.7537508249999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf133 2.2622380623570844 2.346239151130417 77.8516661 1.3475008499999959
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf134 3.7437681107871312 3.818432552841276 78.091666625 0.987500062499997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf135 3.2899763701093323 3.394640185653163 78.29666675 0.679999875
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf136 3.9382601739417065 4.046440705492672 77.69749905 1.578751424999993
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf137 3.9382601739417065 4.034651399518778 77.795000675 1.4324989875000043
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf138 2.7010770733352114 2.7999996662069013 77.653334675 1.6449979875000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf139 2.670751075431113 2.7331430680088413 77.54916775 1.8012483750000072
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf140 5.451548673319478 5.555805206546846 78.0641668 1.028749800000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf141 4.284293525440962 4.425115972708313 78.251666625 0.7475000625000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf142 3.9379951191020344 4.004001100429052 77.702501075 1.571248387499999
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf143 2.263395792610968 2.3457249628678425 77.61916605 1.696250924999994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf144 2.4498646573831677 2.5222390148378526 78.177498975 0.858751537499991
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf145 2.319639798473322 2.3848814617252594 77.715833625 1.5512495624999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf146 5.4465490167573 5.5216702097454995 77.8433334 1.3599998999999912
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf147 3.9373651319371827 4.037441324754513 77.705832625 1.566251062500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf148 3.934756442327827 4.04978664047789 77.875000025 1.3124999624999916
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf149 2.492044983657463 2.6049713646569455 77.726667275 1.5349990875000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf150 1.5490887155636455 1.6021597070052258 78.299995 0.6750075000000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf151 3.7437681107871312 3.8148258175815464 78.252499575 0.7462506374999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf152 2.6239300045555924 2.696373971791355 77.8708336 1.3187496000000039
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf153 5.451548673319478 5.5581729326092 77.9358333 1.2212500500000019
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf154 4.044685464054495 4.11907774211751 77.739999725 1.5150004124999938
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf155 3.934756442327827 4.052591923737797 77.776665475 1.4600017874999978
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf156 3.33625184038986 3.4448901764129594 78.10583375 0.9662493749999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf157 1.5976765127602413 1.6614400226981119 77.333336 2.124995999999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf158 2.7009523895245984 2.7752028733237846 77.3866672 2.0449991999999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf159 5.451548673319478 5.499768415347488 78.13416635 0.9237504749999985
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf160 2.19777634972235 2.260266622532276 78.240832825 0.7637507625000026
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf161 2.622771196478876 2.697583542465885 77.6583338 1.6374993000000089
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf162 5.451548673319478 5.511391632171342 77.988334125 1.1424988125000084
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf163 2.7010770733352114 2.801936662621216 77.5875 1.7437499999999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf164 4.003828196231736 4.074639039096783 77.724999925 1.5375001124999912
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf165 1.6970006788529435 1.7573838722123782 77.26667 2.2249949999999927
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf166 1.8455671524123904 1.9082063778855407 78.435000275 0.4724995875000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf167 3.1537070266970106 3.2472265712756547 78.3624994 0.5812508999999935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf168 3.3298889724050635 3.4071037336238383 78.142500675 0.9112489875000094
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf169 3.9373651319371827 4.0314726175237805 77.6300002 1.6799997000000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf170 2.6239300045555924 2.6969315456944183 77.793333025 1.4350004625000068
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf171 5.451548673319478 5.517450222690945 78.097500625 0.9787490625000075
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf172 3.9379951191020344 3.9954003666916997 77.6158327 1.7012509500000021
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf173 3.9382601739417065 4.0373792521632605 77.7600006 1.4849991000000031
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf174 3.2904162098349206 3.3832919249683706 77.914166025 1.2537509624999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf175 5.451548673319478 5.506204523895503 78.14500085 0.9074987249999964
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf176 2.6930303261952275 2.775600269076232 78.021665925 1.0925011125000097
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf177 4.044685464054495 4.130398654785421 77.71416625 1.5537506249999922
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf178 2.339187809554126 2.397130659486964 77.7725002 1.4662497000000059
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf179 5.4465490167573 5.518806686462629 77.90166585 1.2725012249999992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf180 3.2175964756147057 3.2930122442507153 77.793332925 1.4350006124999979
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf181 2.6967805569548546 2.7597597469012385 77.90333325 1.2700001249999957
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf182 2.2631001291908235 2.3466868255526303 77.578333675 1.7574994875000058
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf183 3.9356502985757627 4.016607778280583 78.0050003 1.117499549999991
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf184 3.7437681107871312 3.8132250102802336 78.04083325 1.0637501249999914
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf185 1.8348123036112884 1.8906673588304668 77.433342 1.9749870000000058
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf186 3.9373651319371827 4.048317351191371 77.655000325 1.6424995124999953
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf187 5.4465490167573 5.5089229632999315 77.884166 1.29875100000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf188 1.6442886879404208 1.699874851735579 78.266663 0.7250055000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf189 2.4498646573831677 2.5246842328881116 78.098333725 0.977499412499995
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf190 3.3298889724050635 3.408389872610326 78.166666375 0.8750004374999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf191 3.2904162098349206 3.371840661701561 78.17833355 0.8574996749999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf192 3.9382601739417065 4.051046501562607 77.67583365 1.611249524999998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf193 5.451548673319478 5.536399592468577 78.084999 0.9975015000000056
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf194 2.691809695015783 2.782127606280618 77.8741665 1.3137502499999982
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf195 5.4465490167573 5.553280151220852 77.89333295 1.285000574999998
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf196 2.2625335005554486 2.346218189030841 77.9108336 1.2587495999999945
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf197 3.7437681107871312 3.81074122760482 78.249166825 0.7512497624999952
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf198 4.284293525440962 4.399265350117549 78.3541669 0.5937496500000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf199 1.680696353527051 1.7391869638982456 77.300003 2.1749954999999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf200 5.4465490167573 5.56094294117805 77.789166675 1.4412499874999938
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf201 2.088383235611283 2.160850573774201 77.79916735 1.426248974999993
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf202 4.284293525440962 4.413285453573828 78.29750025 0.6787496250000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf203 3.934756442327827 4.016669213808906 78.192500725 0.8362489124999968
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf204 3.2906012569235195 3.403332604977838 78.190833575 0.8387496375000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf205 5.451548673319478 5.548156559557978 78.001666825 1.1224997624999986
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf206 2.0891178712698015 2.1604321985138126 77.709167125 1.56124931250001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf207 2.319639798473322 2.3875044697530545 77.580833325 1.7537500124999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf208 3.7437681107871312 3.7974083206294282 78.244999925 0.7575001124999972
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf209 4.044685464054495 4.134615033121693 77.65083345 1.64874982500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf210 4.284293525440962 4.423615063664023 78.273333075 0.7150003875000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf211 3.7437681107871312 3.8148361069421806 78.078332875 1.0075006874999985
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf212 5.4465490167573 5.507493645405513 77.9049995 1.2675007499999964
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf213 2.536146068919231 2.589641692071379 77.829166975 1.3812495374999898
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf214 2.3735745097994343 2.46702714478179 78.25166715 0.7474992749999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf215 4.284293525440962 4.423604627120446 78.25583275 0.7412508750000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf216 3.9356502985757627 4.049724187709533 77.74666595 1.5050010750000098
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf217 5.451548673319478 5.525014383199777 78.02666625 1.0850006249999922
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf218 2.3194211980441355 2.398912841120004 77.995833575 1.131249637499991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf219 2.1969633223553817 2.2658665238209186 77.979165975 1.1562510374999988
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf220 3.2906012569235195 3.4168206792730107 77.924999225 1.2375011625000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf221 2.999063570304258 3.066413914981944 77.7983329 1.4275006499999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf222 3.9373651319371827 4.023910237061339 77.830834025 1.3787489624999978
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf223 2.8548026467713465 2.947988822952391 78.434167675 0.47374848750000353
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf224 5.451548673319478 5.513737860146767 77.946667175 1.2049992374999974
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf225 3.1537070266970106 3.235844481009366 78.41833385 0.49749922500000565
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf226 2.0330895021523983 2.0921167812424146 78.098333575 0.9774996375000029
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf227 2.089043283685113 2.1519838633454054 77.572500275 1.7662495875000062
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf228 3.2175964756147057 3.288474217980872 77.929166775 1.2312498375000018
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf229 2.6930303261952275 2.7820315454288562 77.86750025 1.3237496249999907
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf230 2.107425301220182 2.173592648231139 77.800833175 1.423750237500009
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf231 2.448854465369845 2.5228092726932 78.174166425 0.8637503625000065
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf232 4.003828196231736 4.094711076111676 77.677500025 1.6087499624999992
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf233 2.6967805569548546 2.7555417776832805 77.924165825 1.2387512624999957
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf234 5.451548673319478 5.524976520236283 78.12250065 0.9412490249999905
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf235 2.6964850998281396 2.777771245063891 77.8475005 1.353749250000007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf236 3.9373651319371827 4.038736580089059 77.789999725 1.440000412499998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf237 2.691809695015783 2.7840495599168333 77.885832625 1.2962510624999908
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf238 1.8004823463049426 1.875153472635435 77.795832775 1.4312508375000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf239 2.284900825239663 2.361247781559525 77.334167475 2.1237487874999985
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf240 5.451548673319478 5.543977711576141 78.0583328 1.0375007999999966
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf241 1.736315084433907 1.799143704540366 77.200005 2.3249924999999934
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf242 5.4465490167573 5.546733585852673 77.869166975 1.3212495375000017
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf243 3.2906012569235195 3.405141716834748 78.194166325 0.8337505125000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf244 3.5617935562854153 3.670941304523613 77.79416675 1.4337498749999966
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf245 1.9782036419320639 2.052102371859771 77.8899994 1.2900009000000097
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf246 5.451548673319478 5.5481947408971735 77.9983331 1.1275003500000054
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf247 2.2467870434346797 2.311351042774229 77.23333 2.2750050000000073
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf248 3.934756442327827 4.041692948345564 77.82999985 1.3800002250000105
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf249 4.284293525440962 4.421462702215931 78.208333175 0.8125002374999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf250 1.7899006653933056 1.8534342304574905 77.699997 1.5750045000000057
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf251 2.8470354984796074 2.9601769224177974 77.454999025 1.9425014624999903
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf252 2.4498646573831677 2.5246808333758675 77.888333 1.2925004999999956
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf253 3.2193406800126922 3.2920407076621756 77.5358331 1.8212503499999926
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf254 2.695556524554426 2.761286675800617 77.8283333 1.3825000500000044
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf255 2.622374198412499 2.6915639427381293 77.805000325 1.417499512500008
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf256 3.9353855949102665 4.018350972501642 77.5833332 1.7500002000000023
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf257 2.6235326556302856 2.6909148522035458 77.389999575 2.0400006374999933
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf258 2.0881315250888313 2.1616667695337237 77.844166425 1.358750362500004
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf259 3.7414095718201557 3.8064749988355717 78.004999925 1.1175001124999895
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf260 2.6042564579324607 2.6646058568887194 78.245833625 0.7562495624999954
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf261 3.2175964756147057 3.287645261404452 77.935832575 1.2212511374999906
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf262 3.9373651319371827 4.0452479596877575 77.738334525 1.5174982125000014
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf263 5.4465490167573 5.535305878547388 77.903333475 1.269999787500005
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf264 4.284293525440962 4.410646039134177 78.197500075 0.8287498875000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf265 3.9373651319371827 4.038974017782695 77.790834 1.4387489999999943
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf266 2.1969633223553817 2.264596009719945 78.04249965 1.0612505250000055
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf267 2.8470354984796074 2.95801504746054 77.42583335 1.9862499749999927
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf268 2.6969048558862383 2.7777418629886332 77.799999375 1.425000937500002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf269 2.089043283685113 2.1473452542982647 77.91749935 1.248750975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf270 1.9802688040180572 2.0471113103757066 78.80333275 0.3466672500000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf271 4.284293525440962 4.400211895596726 78.325000075 0.6374998874999918
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf272 3.7437681107871312 3.805176927812977 78.15666565 0.8900015250000095
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf273 2.492044983657463 2.60329704181619 77.7641655 1.4787517499999936
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf274 2.7194839745376256 2.795745911801648 77.3750008 2.0624988000000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf275 4.284293525440962 4.41611367171541 78.373332825 0.5650007624999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf276 2.6930303261952275 2.783355101576631 77.792499675 1.436250487499997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf277 5.4465490167573 5.547544281301799 77.8525001 1.3462498499999995
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf278 3.7437681107871312 3.80385261445915 78.2841667 0.6987499499999998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf279 3.934756442327827 4.032929702851164 77.8383327 1.3675009500000073
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf280 3.9373651319371827 4.051108995122029 77.6600006 1.6349990999999946
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf281 3.9356502985757627 4.042183168205897 77.830833225 1.3787501624999905
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf282 2.4925357148267073 2.5957283237943964 77.759999325 1.4850010125000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf283 4.284293525440962 4.420262399246525 78.287500025 0.6937499625000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf284 2.2631001291908235 2.3457459161549252 77.733333075 1.5250003874999933
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf285 5.451548673319478 5.5505177694511785 77.990000175 1.1399997374999913
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf286 1.9802688040180572 2.0513265585034053 78.415000175 0.5024997374999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf287 2.033315008967273 2.1088498351959677 77.93916665 1.2162500249999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf288 2.0891178712698015 2.1600743808823846 77.73000035 1.5299994750000039
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf289 2.7439820138353244 2.8320347090028757 77.8333338 1.3749992999999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf290 5.4465490167573 5.545676597019403 77.8116667 1.4074999499999947
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf291 5.451548673319478 5.555827030504903 77.93 1.2299999999999898
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf292 3.7437681107871312 3.7829881909247263 78.28166635 0.7025004750000079
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf293 2.8470354984796074 2.9475259755195506 77.4183335 1.9974997499999958
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf294 2.6930303261952275 2.7814341063211905 77.829165775 1.3812513374999895
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf295 3.934756442327827 4.047971029418239 77.9175001 1.248749850000003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf296 2.448854465369845 2.5268355230876054 78.02666625 1.0850006249999922
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf297 3.2906012569235195 3.4110573275965286 78.140833925 0.9137491125000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf298 5.451548673319478 5.48853321358365 78.109166525 0.9612502124999907
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf299 2.6967805569548546 2.7606035256723676 77.81166655 1.4075001750000027
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf300 5.451548673319478 5.5471459441856705 77.999166425 1.1262503625000022
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf301 1.678490974897254 1.7360856326762704 78.299995 0.6750075000000066
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf302 3.7437681107871312 3.8159419837780004 78.17166735 0.8674989749999895
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf303 2.6956807106735945 2.77843352275387 78.02500095 1.0874985749999908
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf304 5.4465490167573 5.558594700745831 77.728333225 1.5325001624999999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf305 3.9379951191020344 4.018680825929913 77.6491664 1.6512504000000021
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf306 3.2899763701093323 3.4053546567746737 78.36916735 0.5712489750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf307 1.9045369388908016 1.9636952160860712 78.28416715 0.6987492749999973
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf308 3.7437681107871312 3.7949450932878763 78.245000275 0.757499587500007
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf309 2.6969048558862383 2.77583816281458 77.810833725 1.4087494125000077
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf310 3.9353855949102665 4.014356878573131 77.685000025 1.5974999625000095
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf311 4.284293525440962 4.420286634593191 78.304166975 0.6687495374999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf312 2.691809695015783 2.782725343378567 77.8291661 1.3812508500000078
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf313 3.9382601739417065 4.046998759563479 77.720000225 1.5449996624999898
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf314 3.9356502985757627 4.032867768906853 77.630832525 1.6787512124999964
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf315 2.0330895021523983 2.0877324067832363 78.329999325 0.6300010124999957
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf316 3.2899763701093323 3.416865136680075 77.99583315 1.1312502750000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf317 3.2904162098349206 3.393767110905851 77.8950001 1.2824998499999936
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf318 5.451548673319478 5.532561345392776 78.096665625 0.9800015625
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf319 4.044685464054495 4.126169749479254 77.78500025 1.447499625000006
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf320 3.9379951191020344 4.002546131694702 77.722500575 1.541249137500003
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf321 5.451548673319478 5.536361573298997 78.051667525 1.0474987125000013
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf322 3.9382601739417065 4.048254943730996 77.666666675 1.6249999874999972
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf323 5.4465490167573 5.516463744968923 77.822500225 1.3912496625000017
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf324 5.451548673319478 5.55055598329618 77.9308329 1.228750650000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf325 5.451548673319478 5.504776616095898 78.079166175 1.0062507375000038
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf326 3.02357762044832 3.1493847610862318 77.8916662 1.2875006999999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf327 2.8548026467713465 2.9458339434316114 78.4191667 0.49624994999999217
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf328 3.9373651319371827 4.015223852420195 77.8974997 1.278750450000004
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf329 2.19777634972235 2.2645296279007656 78.076667975 1.0099980374999902
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf330 4.001130723664586 4.0943567715064635 77.597498625 1.7287520625
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf331 3.7414095718201557 3.8136531962686 78.008332425 1.1125013624999909
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf332 5.451548673319478 5.542921772704037 77.970833175 1.1687502375000065
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf333 2.6967805569548546 2.762486379940119 77.759166525 1.4862502125000034
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf334 2.263395792610968 2.345303141608329 77.669999875 1.620000187499997
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf335 3.2193406800126922 3.2811978315367383 77.708333375 1.5624999375000073
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf336 5.451548673319478 5.548178323467431 77.987499775 1.1437503374999949
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf337 3.2193406800126922 3.290189318201771 77.603333275 1.7200000875000043
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf338 3.2906012569235195 3.3999766555184494 77.976667425 1.1599988624999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf339 2.691809695015783 2.774379602712966 77.9949997 1.132500450000009
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf340 5.4465490167573 5.527713531491858 77.893333275 1.285000087499995
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf341 5.451548673319478 5.555788744046661 77.8466659 1.3550011499999925
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf342 5.4465490167573 5.555174780194137 77.6966664 1.580000400000003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf343 3.2906012569235195 3.4148263240740673 78.0666676 1.0249985999999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf344 4.003828196231736 4.09885487174162 77.59999905 1.7250014250000092
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf345 5.451548673319478 5.552410513672173 77.896666575 1.2800001375000036
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf346 3.9356502985757627 4.050711313809351 77.669999725 1.620000412500005
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf347 1.7893613710695206 1.8537421428168417 78.233337 0.7749944999999911
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf348 5.451548673319478 5.530131015121948 78.031666225 1.0775006625000074
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf349 3.9382601739417065 4.044754574358911 77.65666695 1.6399995749999974
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf350 5.4465490167573 5.499977350614117 77.964999825 1.17750026249999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf351 5.451548673319478 5.518939178362705 77.97250065 1.166249024999999
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf352 3.9379951191020344 4.019919489198344 77.633332675 1.6750009874999918
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf353 3.2906012569235195 3.4106608692317826 78.070832475 1.0187512874999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf354 2.19777634972235 2.265406499191778 78.0083335 1.1124997499999907
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf355 3.934756442327827 4.056650867461835 77.770000625 1.4699990625000083
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf356 4.044685464054495 4.130377493966575 77.677500475 1.6087492874999967
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf357 3.2193406800126922 3.287505356858913 77.63583395 1.6712490749999915
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf358 2.2622380623570844 2.3471804563351246 77.741666975 1.5124995374999983
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf359 2.3764873020245774 2.4506183496605654 78.15833395 0.8874990750000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf360 2.182632127886916 2.2607650555668064 78.479999675 0.6700003249999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf361 2.107425301220182 2.1724209627713345 77.813332925 1.4050006125000039
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf362 3.7414095718201557 3.817247411079043 78.02499965 1.087500525000003
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf363 3.2899763701093323 3.392734982414437 78.280000425 0.7049993625000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf364 1.967734675769899 2.0393223216468406 77.5 1.875
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf365 5.4465490167573 5.550938376557849 77.8299993 1.3800010500000042
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf366 2.2622380623570844 2.3437059828873434 77.933333425 1.224999862499999
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf367 3.934756442327827 4.02536186002619 78.1133333 0.9550000500000095
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf368 2.3194211980441355 2.399896894721452 77.844165625 1.3587515624999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf369 5.451548673319478 5.533006920098764 78.118332875 0.9475006875000105
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf370 5.451548673319478 5.563458463398967 77.944167275 1.2087490875000029
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf371 2.3735745097994343 2.465987280975113 78.34333455 0.6099981750000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf372 4.003828196231736 4.083584685297511 77.709167125 1.56124931250001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 31 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf373 3.3645721374196564 3.470099652046912 77.810000475 1.409999287500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf374 3.3280229582707603 3.4123036884459617 77.89083425 1.2887486250000038
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf375 2.0943487108115013 2.157585334415693 78.485832075 0.6641679249999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf376 5.4465490167573 5.538110637058944 77.8066671 1.4149993500000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf377 1.8004823463049426 1.876026372964114 77.765000375 1.4774994375000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf378 2.6967805569548546 2.751465609465221 77.970833925 1.1687491125000093
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf379 5.451548673319478 5.535363322561137 77.930000375 1.2299994374999912
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf380 4.284293525440962 4.411279815260259 78.372501025 0.566248462499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf381 3.9379951191020344 4.015933680866171 77.618333675 1.6974994874999965
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf382 3.3298889724050635 3.411260499012196 78.11749985 0.9487502249999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf383 3.934756442327827 4.050773797027558 77.804999725 1.4175004124999973
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf384 2.6930303261952275 2.781438232435492 77.9716665 1.1675002500000033
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf385 4.284293525440962 4.408866852890343 78.3483334 0.602499899999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf386 3.9353855949102665 4.007944487283319 77.71583315 1.5512502750000081
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf387 3.2906012569235195 3.404220935372313 78.090000325 0.9899995124999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf388 3.9356502985757627 4.052517772903071 77.6383333 1.667500050000001
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf389 3.3298889724050635 3.4006772131122722 78.169167125 0.871249312499998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf390 5.451548673319478 5.516078486256583 78.100000275 0.974999587500001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf391 2.448854465369845 2.5204425825410564 78.165834275 0.8762485875000081
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf392 2.319639798473322 2.3827663737459006 77.7858332 1.4462502000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf393 3.9356502985757627 4.056588202805786 77.5908335 1.7387497499999967
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf394 2.2622380623570844 2.3416632680241083 77.99666555 1.1300016749999955
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf395 3.934756442327827 4.053839963976456 77.81666755 1.399998674999992
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf396 2.0333856700985855 2.11323628179003 78.045000025 1.0574999625000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf397 5.4465490167573 5.52017978029714 77.929999925 1.2300001124999937
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf398 1.9802688040180572 2.0502851922337255 78.654167425 0.4958325750000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf399 3.2906012569235195 3.4119496956763937 78.091666425 0.9875003625000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf400 3.3645721374196564 3.473090173382227 77.817500475 1.3987492874999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf401 6.667976608837448 6.931644393356659 78.2383339 0.767499149999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf402 3.5179117068986385 3.6703343453632833 77.418333025 1.9975004625000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf403 3.4376579787793173 3.5999887297502267 77.385833225 2.0462501625000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf404 6.667976608837448 6.911686902594694 78.063334375 1.029998437500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf405 3.146783910356807 3.291676080432298 77.765000075 1.4774998874999952
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf406 6.667976608837448 6.9522497704666355 78.051667025 1.0474994624999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf407 4.284293525440962 4.420262399246525 78.334166525 0.6237502124999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf408 4.534872390209773 4.75046550411455 77.97583325 1.1612501250000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf409 6.667976608837448 6.969579317170272 78.014167025 1.1037494624999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf410 2.7587669645421937 2.845435952511743 77.40749955 2.0137506750000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf411 3.5171975148419703 3.6616882209705537 77.4591663 1.9362505499999898
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf412 2.3918625954861072 2.4849110926726015 77.60666765 1.7149985249999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf413 6.667976608837448 6.915279753444791 78.2025004 0.8212493999999921
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf414 6.667976608837448 6.85239327196145 78.34750005 0.6037499250000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf415 2.2458532301987897 2.3379492825375072 77.782499825 1.4512502624999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf416 4.536059735840867 4.746169758567018 77.8908339 1.288749149999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf417 4.536059735840867 4.74308906516609 77.961666825 1.182499762500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf418 6.667976608837448 6.933691651609004 78.152499875 0.8962501874999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf419 4.6778278913883025 4.863887534620082 77.693333625 1.584999562500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf420 4.6778278913883025 4.855441215298032 77.734167475 1.52374878749999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf421 2.963441721453401 3.123595624712405 77.76833325 1.4725001250000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf422 4.284293525440962 4.423615063664023 78.276666475 0.7100002875000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf423 2.6686433663819864 2.781038478721889 78.009166925 1.1112496124999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf424 3.583707888130399 3.7096219612798036 77.1300003 2.429999549999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf425 6.667976608837448 6.925544044255328 78.145833225 0.9062501624999939
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf426 4.534872390209773 4.723750232817787 78.164166575 0.8787501375000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf427 4.284293525440962 4.421462702215931 78.29666615 0.6800007750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf428 4.536059735840867 4.748665894101769 77.83166695 1.3774995750000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf429 2.7587669645421937 2.8353356356600017 77.6116661 1.7075008500000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf430 2.118413593500282 2.204714007864576 78.1408336 0.9137496000000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf431 2.6569618883562427 2.755911511991672 77.344166925 2.108749612500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf432 6.667976608837448 6.961286391585053 78.131665725 0.9275014124999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf433 4.6778278913883025 4.851201850900427 77.703333125 1.5700003124999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf434 4.536059735840867 4.754239871814893 77.94666705 1.204999424999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf435 2.8765046485500245 2.9908133454532666 77.754999925 1.4925001124999895
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf436 4.284293525440962 4.425115972708313 78.261667625 0.7324985624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf437 4.536059735840867 4.733708271021923 77.912499025 1.2562514624999963
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf438 6.667976608837448 6.939033976932239 78.219165625 0.7962515624999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf439 4.534872390209773 4.743941545423544 77.954999725 1.19250041250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf440 4.284293525440962 4.428465547114748 78.213333575 0.8049996375000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf441 1.9393096064984494 2.0237856528247358 77.958332825 1.187500762500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf442 6.667976608837448 6.87773104714411 78.21166725 0.8074991249999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf443 2.451397407992731 2.585901949788735 77.799999 1.4250015000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf444 2.861388571470648 2.967641089173864 77.058333425 2.537499862499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf445 4.536059735840867 4.704904558554783 78.15583305 0.8912504250000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf446 4.043677357816617 4.2160853118011 77.3483334 2.102499899999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf447 6.667976608837448 6.931678364680304 78.16250005 0.8812499249999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf448 2.246371696224152 2.336329659852827 77.625834225 1.6862486624999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf449 4.6778278913883025 4.842400107006236 77.718333425 1.547499862500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf450 2.118413593500282 2.2073303866135077 78.1050001 0.9674998500000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf451 2.963441721453401 3.126422705417744 77.90666715 1.2649992749999939
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf452 3.146783910356807 3.289003111572342 77.796666575 1.430000137499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf453 4.043677357816617 4.215350322828559 77.316665925 2.150001112500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf454 4.043677357816617 4.214139592089958 77.253333325 2.2450000125000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf455 6.667976608837448 6.943998009173143 78.0950007 0.9824989500000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf456 6.667976608837448 6.827241501834724 78.29000005 0.6899999249999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf457 3.436975997446425 3.6000380814756294 77.2558326 2.2412510999999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf458 2.7731619557018745 2.858527267048354 78.114167225 0.9537491624999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf459 6.667976608837448 6.895382633277031 78.259167625 0.7362485624999948
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf460 3.6080369143793156 3.734285904101614 78.03166725 1.0774991250000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf461 6.667976608837448 6.899853413361786 78.10249875 0.9712518750000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf462 4.284293525440962 4.400211895596726 78.222501075 0.7912483875000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf463 4.6778278913883025 4.849598383637202 77.75333405 1.4949989249999902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf464 3.6080369143793156 3.7284512481431404 78.10749925 0.9637511249999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf465 4.284293525440962 4.4040728973103604 78.4099997 0.5100004499999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf466 1.8916195434103436 1.9645803371780421 78.068333425 1.0224998624999913
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf467 2.2803658124921733 2.369760474929731 77.783333975 1.4499990374999925
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf468 4.536059735840867 4.733511490424288 78.10083375 0.9737493749999899
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf469 3.146212447130777 3.27608136691093 77.953334375 1.1949984375000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf470 2.6686433663819864 2.779717124360439 78.066667275 1.0249990874999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf471 3.436975997446425 3.597824177740864 77.38166675 2.0524998750000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf472 3.6080369143793156 3.731903860456607 78.0433336 1.0599996000000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf473 3.2906012569235195 3.41394069124629 77.93666765 1.219998524999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf474 6.667976608837448 6.955545575746799 78.070832475 1.0187512874999953
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf475 2.451397407992731 2.5823154458516133 77.91666685 1.2499997250000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf476 2.4922157197577444 2.6180028291656163 77.638333925 1.6674991125000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf477 4.6778278913883025 4.829826115126143 77.73833275 1.5175008750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf478 2.3759422280500138 2.486414548929149 78.116666425 0.950000362499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf479 2.2458532301987897 2.345039857840141 77.70083405 1.5737489250000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf480 6.667976608837448 6.940302788363688 78.1566664 0.890000399999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf481 3.2899763701093323 3.416865136680075 78.04500105 1.0574984250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf482 2.8765046485500245 2.9867005787549936 77.9333336 1.2249996000000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf483 3.583707888130399 3.7125529081941426 77.197499825 2.3287502625000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf484 3.2899763701093323 3.4000206756765508 78.095832075 0.9812518874999938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf485 4.284293525440962 4.409149806289713 78.30083365 0.6737495249999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf486 4.536059735840867 4.748649950752412 77.969999475 1.1700007875000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf487 6.667976608837448 6.913663098654281 78.05083425 1.0487486250000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf488 6.667976608837448 6.909292569537234 78.197500425 0.8287493624999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf489 6.667976608837448 6.938285660905217 78.158333425 0.8874998625000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf490 2.6686433663819864 2.7791206787729803 78.057499875 1.0387501874999927
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf491 2.43044051828462 2.5222374055819508 77.415832725 2.001250912499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf492 4.043677357816617 4.2043124094566675 77.2850007 2.1974989500000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf493 1.6879020778498794 1.75167199167172 77.466667 1.9249994999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf494 4.536059735840867 4.72518652249768 78.062499825 1.031250262499995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf495 6.667976608837448 6.943621361939882 78.081666625 1.0025000625000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf496 4.534872390209773 4.747791385235146 77.916667575 1.249998637499992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf497 6.667976608837448 6.927166260828193 78.165832375 0.8762514375000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf498 6.667976608837448 6.943587273453285 78.2566666 0.740000099999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf499 4.043677357816617 4.216107359933315 77.291665975 2.187501037499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf500 3.583707888130399 3.7159687608937313 77.225833075 2.2862503875000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf501 6.667976608837448 6.878003218351686 78.18666705 0.8449994250000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf502 3.023524557983526 3.132146350151077 77.33750125 2.118748124999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf503 1.9791801617156628 2.0825944553436586 77.3616673 2.08249905000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf504 4.284293525440962 4.418788999232786 78.344999875 0.6075001875000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf505 6.667976608837448 6.883780921957778 78.27666705 0.7099994249999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf506 3.5171975148419703 3.650955948299756 77.456666975 1.9399995374999932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf507 4.536059735840867 4.731658963438795 78.01749995 1.098750074999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf508 6.667976608837448 6.8917254911809 78.19666655 0.830000174999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf509 4.534872390209773 4.754325944261379 77.91833225 1.247501624999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf510 3.6080369143793156 3.7243514580953114 78.20333425 0.8199986250000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf511 4.536059735840867 4.740006773792087 77.99583395 1.1312490749999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf512 6.667976608837448 6.917355518965718 78.210834 0.8087489999999917
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf513 4.284293525440962 4.405834491235804 78.360000425 0.5849993625000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf514 6.667976608837448 6.940277098707771 78.049167125 1.0512493125000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf515 3.583707888130399 3.7072678362829703 77.234166475 2.2737502875000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf516 6.667976608837448 6.895500321123319 78.2175 0.7987499999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf517 6.667976608837448 6.943561559476498 77.966666725 1.174999912500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf518 2.7731619557018745 2.85650549665755 78.28166715 0.7024992749999939
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf519 3.6080369143793156 3.729521379435291 78.077499525 1.0087507125000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf520 6.667976608837448 6.927106741469345 78.173332975 0.8650005375000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf521 4.284293525440962 4.404048839429021 78.37666665 0.5600000249999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf522 4.6778278913883025 4.823082513728066 77.76833345 1.4724998249999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf523 1.8914130275119099 1.9655511531770553 77.835000775 1.3724988375000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf524 4.284293525440962 4.423628899130501 78.253333575 0.7449996375000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf525 6.667976608837448 6.935330397501924 78.157498675 0.888751987500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf526 2.963441721453401 3.124752864598783 77.949999975 1.2000000375000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf527 6.667976608837448 6.957546935238496 78.030833225 1.0787501625000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf528 3.6080369143793156 3.7383271993530864 78.001666775 1.1224998374999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf529 6.667976608837448 6.921158485720297 78.22416655 0.7887501749999899
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf530 6.667976608837448 6.886098786360772 78.033333725 1.0749994124999915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf531 4.043677357816617 4.220500632558647 77.3091659 2.1612511500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf532 3.5179117068986385 3.6664386431336085 77.4541666 1.9437501000000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf533 4.534872390209773 4.733596813952274 78.108332725 0.9625009125000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf534 2.246371696224152 2.3418217143056856 77.59666755 1.7299986749999903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf535 3.146212447130777 3.2917173408605986 77.9049997 1.267500449999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 36 add fp16 1 tanh fp16 1
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf536 2.932870179838622 3.0338379064584338 77.8508327 1.348750950000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf537 2.7731619557018745 2.8483339635598943 78.499166175 0.6508338250000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf538 4.284293525440962 4.408866852890343 78.336666825 0.619999762500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf539 6.667976608837448 6.888060375072763 78.094167025 0.9837494624999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf540 6.667976608837448 6.949282602011335 78.18749925 0.8437511249999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf541 2.4510505918363386 2.5859274135461723 77.735833825 1.5212492624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf542 6.667976608837448 6.925122853599527 78.2124997 0.8062504500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf543 4.534872390209773 4.740092331643253 78.06416625 1.0287506250000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf544 2.4510505918363386 2.584272752254667 77.7833328 1.450000800000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf545 4.284293525440962 4.399265350117549 78.35250035 0.5962494750000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf546 2.6686433663819864 2.7791247980264293 78.160000425 0.8849993624999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf547 4.534872390209773 4.748735820912228 78.090000175 0.9899997374999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf548 2.182632127886916 2.2584130008231433 78.6366662 0.5133338000000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf549 4.536059735840867 4.743855848561921 77.9474998 1.2037502999999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf550 6.667976608837448 6.945581756210547 78.17666665 0.860000024999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf551 2.963441721453401 3.123999180404134 77.863332975 1.3300005374999913
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf552 3.6080369143793156 3.73487013674335 78.11416675 0.9537498750000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf553 6.667976608837448 6.852393271961449 78.323333375 0.6399999374999936
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf554 4.6778278913883025 4.85704854926729 77.719999475 1.5450007875000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf555 4.534872390209773 4.7337936016442255 77.904999525 1.2675007125000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf556 4.284293525440962 4.41611367171541 78.405833175 0.5162502375000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf557 2.246144404047719 2.3450189171647824 77.8283334 1.382499899999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf558 3.2906012569235195 3.4168206792730107 77.880832825 1.3037507625000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf559 4.536059735840867 4.75037957138908 77.929998975 1.2300015374999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf560 4.534872390209773 4.74625553905048 77.944999875 1.2075001875000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf561 3.4376579787793173 3.596791830368927 77.4366663 1.9700005500000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf562 2.8760271287530648 2.990847408043553 77.5766677 1.7599984499999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf563 4.536059735840867 4.747705549227596 77.8450003 1.357499550000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf564 6.667976608837448 6.957606978847814 78.07416665 1.0137500250000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf565 3.583707888130399 3.706210435733709 77.241666175 2.262500737499991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf566 4.284293525440962 4.410646039134177 78.2841675 0.6987487500000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf567 6.667976608837448 6.92185580941093 78.1333334 0.9249999000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf568 4.534872390209773 4.717299395766035 78.170832425 0.8687513624999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf569 4.534872390209773 4.748751764838201 77.909999275 1.2600010874999938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf570 2.6686433663819864 2.773296531793248 78.20916705 0.8112494249999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf571 4.536059735840867 4.7178840656519725 77.9474999 1.2037501500000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf572 6.667976608837448 6.957572752903414 78.180000725 0.854998912500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf573 3.583707888130399 3.7119756361644214 77.11833265 2.447501025000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf574 1.8914130275119099 1.9631140760376249 77.859166525 1.3362502124999907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf575 4.534872390209773 4.721776609855117 77.91166665 1.2575000249999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf576 2.0351230776855713 2.131222071065616 78.079999725 1.00500041250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf577 2.6686433663819864 2.778801302492034 78.0558332 1.0412502000000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf578 2.6686433663819864 2.7774820726696383 78.1500002 0.8999997000000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf579 4.284293525440962 4.423604627120446 78.24666575 0.755001374999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf580 6.667976608837448 6.904068599805471 78.278333075 0.7075003874999908
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf581 2.8760271287530648 2.979323280782585 77.960000325 1.1849995125000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf582 4.284293525440962 4.380861936965622 78.4041662 0.5187506999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf583 3.436975997446425 3.596841094480985 77.344999475 2.1075007875000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 4
-3 gpu conv samp 34 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
-+++++
-conf584 6.667976608837448 6.947285993534741 78.166665675 0.8750014874999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu mul fp16 1 add fp16 1
-7 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/alexnet2_3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/alexnet2_3.txt
deleted file mode 100644
index 51ec86de0283a32561caaa6c36b03d41777d1a1e..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/alexnet2_3.txt
+++ /dev/null
@@ -1,100 +0,0 @@
-1485.1935210000001
-+++++
-conf1 1 1 83.475999725 1.9260004125000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf2 1.5484556890138508 1.5615566950038826 82.863499425 2.844750862500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf3 1.0 1.0030044219908405 83.26149955 2.247750675000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf4 1.0 1.0023992912963957 83.302000575 2.186999137500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf5 0.9082116763340733 0.9025816179600147 83.179499625 2.3707505624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf6 1.5484556890138508 1.5603544259848947 82.779999175 2.970001237500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf7 0.9987465178894045 1.0048879316617951 83.6874994 1.6087509000000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf8 0.9987465178894045 1.0053076710120923 83.55850015 1.802249775000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
-+++++
-conf9 0.9987465178894045 1.0063585541989162 83.308 2.1779999999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index 776d2f0171e6c1c7319fc558133bdd1cb264be07..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,1772 +0,0 @@
-11174.01254
-+++++
-conf1 1 1 84.76 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1
-6 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-7 gpu mul fp32 1 add fp32 1
-8 gpu softmax fp32 1
------
-+++++
-conf1 1.8404025753279396 1.8636352111566294 84.979996 0.18000400000000527
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf2 1.5617514883911057 1.5928708503664495 84.680008 0.4799920000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf3 1.4256977745974382 1.470529383430935 84.500008 0.6599920000000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf4 1.7591095519731652 1.7821379337016168 84.279999 0.7200015000000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf5 1.7464457889381295 1.7694000962525767 84.199997 0.8400045000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf6 1.365310095263847 1.4148590036707591 84.139999 0.930001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf7 1.4261739802527218 1.4710638973049632 84.919998 0.24000199999999838
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf8 1.7506787349083617 1.7752730482882175 85.259995 0.09999499999999839
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf9 1.7020752483631174 1.7274727894125261 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf10 1.6253805374638137 1.657619376428842 85.300003 0.14000299999999866
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf11 1.3405706781521425 1.3884431940359794 84.12001 0.9599850000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf12 1.7584866706180107 1.7816960850765817 84.339996 0.6300060000000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf13 1.7016024754954477 1.7328894428824897 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf14 1.3603215589696296 1.4100709271009086 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf15 1.8403107341456848 1.8631891911653973 84.900002 0.2599980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf16 1.7592111927033072 1.7824808005652828 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf17 1.6314128707911284 1.6621797216720469 84.139999 0.930001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf18 1.788343168255854 1.8177798053744727 84.159996 0.9000059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf19 1.5386167406982194 1.5702605078029264 85.220001 0.0600009999999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf20 1.34659680983702 1.3969250873299592 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf21 1.6210442058357488 1.6514730800501531 84.559998 0.600002000000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf22 1.3648736615188592 1.414364546974423 84.279999 0.7200015000000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf23 1.3990079028347793 1.4507923470574482 84.119995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf24 1.6500641544341415 1.6809041377944631 85.080002 0.07999800000001189
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf25 1.7191860998974278 1.7439527992974773 84.18 0.8699999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf26 1.709603830200569 1.7362186899112038 84.220001 0.8099985000000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf27 1.6246904575574401 1.6565881466885948 85.699997 0.5399969999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf28 1.7009246190279286 1.7321477748940612 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf29 1.6082229294280832 1.646442699498765 85.479996 0.31999599999999473
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf30 1.6414232419634105 1.66771240933063 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf31 1.6693176458835346 1.7031558763413377 84.18 0.8699999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf32 1.839517886497032 1.8623318222007423 84.82 0.34000000000001196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf33 1.71996595464975 1.7450658228780214 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf34 1.5611536291040624 1.5924782709470773 85.280006 0.12000599999999506
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf35 1.5856679449824624 1.6190958076889712 83.559998 1.800003000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf36 1.3537004231557623 1.4032895238324552 83.800003 1.439995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf37 1.6155727097794206 1.650181027056843 83.639999 1.680001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf38 1.669116666474312 1.7000539314857934 83.619995 1.7100075000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf39 1.7009246190279286 1.7321477748940612 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf40 1.5696923181970521 1.6039123726432645 85.020004 0.139996000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf41 1.688141577078451 1.721398540079286 83.720009 1.5599865000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf42 1.6492173672710118 1.6835706005910946 83.5 1.8900000000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf43 1.569471182091299 1.6010319077405968 84.040001 1.079998500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf44 1.6514144295806847 1.682665181142793 85.540001 0.3800009999999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf45 1.6762404611628943 1.7100092057396308 84.319992 0.6600120000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf46 1.5501496247020667 1.581058969602288 83.580002 1.7699970000000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf47 1.5115272111943892 1.5430122425004746 83.860001 1.3499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf48 1.6693176458835346 1.7031558763413377 84.18 0.8699999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf49 1.6531950829650541 1.6882704806995052 85.540001 0.3800009999999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf50 1.602314379604289 1.6354646429659863 84.720001 0.4399990000000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf51 1.7402896330104147 1.774340193374759 83.879997 1.3200045000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf52 1.740999234766412 1.7751184412877832 84.12001 0.9599850000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf53 1.5856679449824624 1.6190958076889712 83.860001 1.3499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf54 1.6507759621038007 1.6819658729340004 85.419998 0.2599980000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf55 1.656042851969289 1.688711716753514 84.759995 0.4000050000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf56 1.3734235374612307 1.4234399674752278 84.800003 0.35999700000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf57 1.7885034630868621 1.8213681095444068 83.720001 1.5599985000000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf58 1.7402896330104147 1.774340193374759 84.060005 1.0499925000000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf59 1.739498555018511 1.7731586747913326 84.239998 0.7800030000000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf60 1.6668655675317532 1.699908281446648 84.379997 0.5700045000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf61 1.7321927474181171 1.7668164272901223 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf62 1.6087693699372496 1.6445249955112342 83.900002 1.2899970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf63 1.687409419408296 1.7202673158219612 83.559998 1.800003000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf64 1.6605687107198148 1.69513886002939 85.040001 0.11999900000000141
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf65 1.6502310815960717 1.6839352671639551 83.740005 1.529992500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf66 1.6697958522135872 1.7009941678102607 84.719994 0.44000600000000534
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf67 1.6091101569875257 1.644872458994651 84.18 0.8699999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf68 1.6195036663898594 1.6516161445608006 84.18 0.8699999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf69 1.519596816597128 1.5515520925784358 83.480003 1.919995500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf70 1.7625182813509772 1.7963577455967386 83.860001 1.3499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf71 1.488884580612555 1.5207264636108235 85.639999 0.47999899999999796
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf72 1.7213906768086948 1.755786455879038 83.639999 1.680001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf73 1.578224609621313 1.6096571273826392 85.800003 0.6400029999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf74 1.5856679449824624 1.6190958076889712 83.680008 1.6199880000000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf75 1.600453139538627 1.6354181188054913 83.939995 1.2300075000000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf76 1.5695146106864142 1.601161106230192 83.639999 1.680001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf77 1.624471975673703 1.6592128322874924 83.599998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf78 1.511441340019978 1.5429568134270188 84.119995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf79 1.7016024754954477 1.7328894428824897 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf80 1.60889908830256 1.6474613329079237 84.860001 0.29999900000000823
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf81 1.6507796202355227 1.6843299526281188 84.080002 1.0199970000000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf82 1.552656631755756 1.5841632783069617 84.680008 0.4799920000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf83 1.7402896330104147 1.774340193374759 84.199997 0.8400045000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf84 1.7614413787184904 1.7955291325941098 83.959999 1.2000015000000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf85 1.6816630114270705 1.7175755387742666 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf86 1.5026940301690535 1.5374206615693513 85.340004 0.18000399999998817
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf87 1.5696923181970521 1.6039123726432645 83.919998 1.2600029999999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf88 1.5532214430447089 1.5847836095445846 84.600006 0.5599940000000118
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf89 1.6194081399685185 1.6516455877819247 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf90 1.552656631755756 1.5841632783069617 85.800003 0.6400029999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf91 1.6210442058357488 1.6514730800501531 84.559998 0.600002000000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf92 1.7321927474181171 1.7668164272901223 84.440002 0.47999699999999734
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf93 1.6097870622740915 1.6458891497542965 84.360001 0.5999985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf94 1.615649796314302 1.6505041544832537 84.240005 0.779992500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf95 1.5688486758657973 1.6004581982773767 83.619995 1.7100075000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf96 1.6819693017338568 1.7180862042481873 83.479996 1.9200060000000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf97 1.6676091199623875 1.7003529144830685 83.620003 1.7099955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf98 1.5788757737515509 1.6106307382779534 86.300003 1.1400029999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf99 1.6700461653449143 1.7042459170682618 84.239998 0.7800030000000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf100 1.6564989931705465 1.6955760003771236 84.099998 0.9900030000000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf101 1.6246904575574401 1.6565881466885948 85.699997 0.5399969999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf102 1.668157569500147 1.7008034569776642 83.280006 2.2199910000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf103 1.6012455310066944 1.6332953804510417 83.780006 1.4699910000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf104 1.6792247742707265 1.7126895985149713 83.620003 1.7099955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf105 1.7523441370082347 1.7866254484247939 82.980003 2.669995500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf106 1.7029660394850858 1.7404019964173705 83.259995 2.2500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf107 1.4205044416080654 1.4652112762285856 83.300003 2.189995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf108 1.4117748795268938 1.4567472104204484 82.940002 2.7299969999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf109 1.7505926133178666 1.7738951851053897 83.820007 1.4099895000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf110 1.6935996841482273 1.7290179557591872 83.68 1.6199999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf111 1.6942431987817175 1.7298681152147102 83.759995 1.5000075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf112 1.7035613707231043 1.7449067907338245 82.959999 2.7000015000000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf113 1.625344837451642 1.6628838828474175 83.099991 2.4900135000000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf114 1.8172676366273495 1.8415548907515458 83.440002 1.9799969999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf115 1.7255993581427438 1.7494843808489178 82.800003 2.939995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf116 1.694993641454043 1.7309926276884526 83.080002 2.519997000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf117 1.7038463318899317 1.7417458895204962 83.059998 2.550003000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf118 1.8308006414562494 1.8534289493206455 83.699997 1.5900045000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf119 1.6688850765374095 1.7018904876684802 83.360001 2.0999985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf120 1.6676934924860494 1.7020394493320137 84.219994 0.810009000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf121 1.737353536379124 1.7615041890383192 83.680008 1.6199880000000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf122 1.772567153708986 1.7989087970403521 83.400002 2.0399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf123 1.7804151081827257 1.8224110728880216 82.860001 2.8499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf124 1.779587138897219 1.8211646895578613 83.12001 2.4599850000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf125 1.576985092832817 1.6105659484992454 84.68 0.4799999999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf126 1.7029660394850858 1.7404019964173705 83.040001 2.579998500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf127 1.372769538988997 1.4229196289480586 84.639999 0.520001000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf128 1.7255993581427438 1.7494843808489178 82.860001 2.8499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf129 1.5702757726852976 1.6072064672438715 83.360001 2.0999985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf130 1.6871161737254536 1.727050976754891 83.0 2.6400000000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf131 1.66750609252976 1.7000889943373059 83.139999 2.430001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf132 1.5612428425381455 1.6001066331011196 83.820007 1.4099895000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf133 1.5685938662737853 1.6015216002088655 84.099998 0.9900030000000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf134 1.7270836159740992 1.7484120707766826 83.0 2.6400000000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf135 1.816405044899753 1.8402821933502385 83.840004 1.3799940000000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf136 1.751136089243959 1.773983607460982 83.580002 1.7699970000000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf137 1.8308813360387595 1.853810528445148 83.940002 1.2299969999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf138 1.623697724103439 1.6601957006218326 83.360001 2.0999985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf139 1.6690675510749846 1.6999082814466482 84.139999 0.930001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf140 1.6928148271394277 1.730917792878318 83.0 2.6400000000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf141 1.7385864578420818 1.7613616566978512 83.360001 2.0999985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf142 1.5941735150309493 1.6272416008751336 84.759995 0.4000050000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf143 1.7261879550381758 1.7499377111170449 83.199997 2.3400045000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf144 1.650702071314353 1.6816025632268314 84.82 0.34000000000001196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf145 1.6332907549401567 1.6697791095199936 83.719994 1.560009000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf146 1.6252654046409343 1.660080399052423 83.159996 2.4000059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf147 1.6004322796251427 1.6413325624166888 83.060005 2.549992500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf148 1.779405202333407 1.818808924199993 83.139999 2.430001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf149 1.6228982819831583 1.65897466201451 83.68 1.6199999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf150 1.6247870807182758 1.664844668477384 83.300003 2.189995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf151 1.6699745326868018 1.7065304580682121 83.780006 1.4699910000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf152 1.7400931509594344 1.7602747418664129 83.460007 1.949989500000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf153 1.7602523706436064 1.7977865955162597 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf154 1.8170572305218955 1.8407838069083287 83.400002 2.0399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf155 1.7686143353955746 1.8055770200053567 83.099998 2.4900030000000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf156 1.816405044899753 1.8402821933502385 83.400002 2.0399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf157 1.7314090117960967 1.7656449041830076 84.680008 0.4799920000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf158 1.6308223800756365 1.6649237895244828 83.840004 1.3799940000000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf159 1.6524811879883397 1.6872007736497852 84.699997 0.46000300000000893
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf160 1.7801155892784744 1.81974970105706 82.979996 2.670006000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index 69833eb8333ffbace154c465a27dd3acb8fa71aa..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,474 +0,0 @@
-11174.01254
-+++++
-conf1 1 1 84.76 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1
-6 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-7 gpu mul fp32 1 add fp32 1
-8 gpu softmax fp32 1
------
-+++++
-conf1 1.8404025753279396 1.8636352111566294 84.979996 0.18000400000000527
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf2 1.7506787349083617 1.7752730482882175 85.259995 0.09999499999999839
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf3 1.8403107341456848 1.8631891911653973 84.900002 0.2599980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf4 1.788343168255854 1.8177798053744727 84.159996 0.9000059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf5 1.6246904575574401 1.6565881466885948 85.699997 0.5399969999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf6 1.6082229294280832 1.646442699498765 85.479996 0.31999599999999473
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf7 1.839517886497032 1.8623318222007423 84.82 0.34000000000001196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf8 1.7009246190279286 1.7321477748940612 84.400002 0.5399970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf9 1.5696923181970521 1.6039123726432645 85.020004 0.139996000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf10 1.6084041537088827 1.6430594119682558 85.540001 0.3800009999999986
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf11 1.6762404611628943 1.7100092057396308 84.319992 0.6600120000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf12 1.6100932150244893 1.6484035281955527 85.540001 0.3800009999999986
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf13 1.602314379604289 1.6354646429659863 84.720001 0.4399990000000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf14 1.6077985041928589 1.6423926297748104 85.419998 0.2599980000000016
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf15 1.6127943052078186 1.6488241689315826 84.759995 0.4000050000000016
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf16 1.7885034630868621 1.8213681095444068 83.720001 1.5599985000000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf17 1.6918439000668137 1.7292339715211411 84.239998 0.7800030000000078
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf18 1.617086553355852 1.654950727616513 85.040001 0.11999900000000141
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf19 1.6258355213057485 1.6605312356995836 84.719994 0.44000600000000534
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf20 1.7213906768086948 1.755786455879038 83.639999 1.680001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf21 1.578224609621313 1.6096571273826392 85.800003 0.6400029999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf22 1.7016024754954477 1.7328894428824897 84.259995 0.7500075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf23 1.5680474962743174 1.6094767455559977 84.860001 0.29999900000000823
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf24 1.6816630114270705 1.7175755387742666 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf25 1.552656631755756 1.5841632783069617 85.800003 0.6400029999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf26 1.6210442058357488 1.6514730800501531 84.559998 0.600002000000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf27 1.6849321084073814 1.723201518009217 84.440002 0.47999699999999734
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf28 1.615649796314302 1.6505041544832537 84.240005 0.779992500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf29 1.6819693017338568 1.7180862042481873 83.479996 1.9200060000000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf30 1.539515952137499 1.574306808022146 86.300003 1.1400029999999988
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf31 1.6260728271199272 1.6636299800684318 84.239998 0.7800030000000078
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf32 1.6246904575574401 1.6565881466885948 85.699997 0.5399969999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf33 1.6935996841482273 1.7290179557591872 83.68 1.6199999999999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf34 1.6942431987817175 1.7298681152147102 83.759995 1.5000075000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf35 1.7804151081827257 1.8224110728880216 82.860001 2.8499985000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf36 1.779587138897219 1.8211646895578613 83.12001 2.4599850000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf37 1.650702071314353 1.6816025632268314 84.82 0.34000000000001196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf38 1.779405202333407 1.818808924199993 83.139999 2.430001500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf39 1.7602523706436064 1.7977865955162597 84.120003 0.9599955000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf40 1.7686143353955746 1.8055770200053567 83.099998 2.4900030000000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf41 1.7314090117960967 1.7656449041830076 84.680008 0.4799920000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf42 1.7801155892784744 1.81974970105706 82.979996 2.670006000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index 145dffaebf71d778386950bb0e2c5a7d16caabfa..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,17282 +0,0 @@
-11174.01254
-+++++
-conf1 1 1 84.76 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1
-6 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-7 gpu mul fp32 1 add fp32 1
-8 gpu softmax fp32 1
------
-+++++
-conf1 2.602309890062538 2.641220207143422 85.603499975 0.14349997500000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf2 2.1776801565521477 2.228231779421653 84.40650025 0.5302496250000175
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf3 2.601885662009287 2.6700786796263585 84.38499995 0.5625000750000169
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf4 4.381397003502509 4.454321027100734 84.32650055 0.650249174999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf5 2.601885662009287 2.66394325726675 84.71599955 0.44400044999999866
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf6 3.113064969730077 3.165860156806351 84.679500025 0.4804999750000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf7 3.106358937707222 3.156765586711596 84.833500925 0.3264990750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf8 2.602309890062538 2.640990867874332 85.19850045 0.26149955000000774
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf9 3.231980559490414 3.304791756869949 84.749999375 0.41000062500000356
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf10 4.381397003502509 4.4651527862323865 84.3579998 0.603000300000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf11 3.113064969730077 3.1649686181632863 84.584999875 0.5750001250000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf12 3.113064969730077 3.162567673876296 84.6939999 0.4660001000000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf13 2.7306353987775784 2.8000486897082872 84.370999875 0.5835001875000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf14 2.601885662009287 2.668540891724393 84.536500575 0.623499425
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf15 4.381397003502509 4.462584493012246 84.21249925 0.8212511250000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf16 3.231980559490414 3.3130684474241257 84.429999925 0.4950001125000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf17 2.600541424995488 2.640664772892915 85.350500475 0.1094995250000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf18 4.381397003502509 4.460853930750258 84.52750015 0.6324998500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf19 4.381397003502509 4.460375507367484 84.459999475 0.4500007875000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf20 2.7306353987775784 2.8014598751909587 84.24849965 0.7672505250000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf21 4.381397003502509 4.457386654977417 84.588000525 0.5719994750000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf22 2.223819493607762 2.251912108285925 84.972999475 0.18700052500001052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf23 3.231980559490414 3.3113716056233717 84.6199998 0.5400002000000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf24 3.106358937707222 3.1573240798496074 84.448499375 0.4672509375000118
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf25 2.0922402524492543 2.1213637659040416 85.341498375 0.11850162500000466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf26 2.602309890062538 2.6389286062189585 85.50600055 0.04600054999999087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf27 4.381397003502509 4.461969254428147 84.27399915 0.7290012750000159
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf28 2.600541424995488 2.6363159566376417 85.5190003 0.05900029999999673
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf29 2.1472802113263727 2.1875397817043116 85.249500075 0.21049992500000486
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf30 1.5788757737515509 1.6106307382779534 85.540001 0.0800009999999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf31 3.106358937707222 3.1542111111304805 84.747 0.41300000000000525
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf32 4.381397003502509 4.445734150442823 84.3670011 0.5894983500000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf33 4.381397003502509 4.453527964821157 84.5144993 0.645500700000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf34 4.381397003502509 4.4454725305560485 84.598999075 0.5610009250000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf35 2.148485788188066 2.189338341610019 85.24549965 0.21450035000000583
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf36 3.231980559490414 3.309958897798404 84.636998925 0.5230010750000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf37 4.381397003502509 4.4377068606253305 84.511999775 0.6480002249999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf38 4.381397003502509 4.4644366995410225 84.44449935 0.47325097500000624
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf39 4.381397003502509 4.446261450372964 84.706499675 0.4535003250000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf40 4.381397003502509 4.454319746613044 84.479999525 0.6800004750000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf41 2.602309890062538 2.6405996436713646 85.514499575 0.05449957499999697
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf42 4.381397003502509 4.452625970810971 84.660999875 0.49900012500000346
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf43 2.602309890062538 2.6427266594123844 85.458999675 0.0010003250000039654
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf44 4.381397003502509 4.455754661577132 84.552500325 0.6074996750000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf45 3.106358937707222 3.158917769595275 84.668500675 0.49149932500000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf46 2.7306353987775784 2.7981693191433417 84.414500625 0.5182490625000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf47 3.231980559490414 3.3087434936330413 84.79049965 0.36950035000000414
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf48 1.650702071314353 1.6816025632268314 84.899994 0.2600059999999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf49 4.381397003502509 4.459084055327955 84.373500225 0.5797496625000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf50 2.094133671865248 2.123976911228319 85.71549965 0.25549964999999303
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf51 3.3857791798145485 3.5040717852782186 84.29850005 0.6922499250000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf52 5.005883321961335 5.123761209369795 84.669500075 0.49049992500000317
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf53 2.99785338646 3.0603412840961877 85.609000775 0.14900077499999326
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf54 3.233363524611927 3.304820196880586 84.803999275 0.3560007250000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf55 5.056717894882865 5.123605914577589 83.907500325 1.2787495125000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf56 2.99785338646 3.0663663754600248 84.067999375 1.0380009375000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf57 2.602309890062538 2.6404324447924905 85.771000375 0.3110003749999947
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf58 7.1811195948118405 7.399506700523286 83.9459997 1.2210004500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf59 7.1811195948118405 7.417408010123914 84.0784999 1.022250150000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf60 7.1811195948118405 7.382754089462297 83.696001175 1.5959982374999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf61 3.081450937121815 3.138408190535088 85.736000075 0.27600007500000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf62 7.1811195948118405 7.376436821213505 83.947499675 1.218750487500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf63 7.1811195948118405 7.37839193013074 83.771999775 1.4820003375000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf64 4.293012793348181 4.394979097938732 84.3340002 0.6389996999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf65 3.1191346318319217 3.1837961183017622 85.239499575 0.22050042500000872
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf66 7.1811195948118405 7.388721455161301 83.8969994 1.2945009000000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf67 7.1811195948118405 7.373831622922439 83.9985008 1.1422488000000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf68 2.2584749238559545 2.2866174557038903 84.350000025 0.6149999625000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf69 1.6989405230253722 1.734196268660766 83.699997 1.5900045000000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf70 5.005883321961335 5.120379682237187 83.567500275 1.788749587500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf71 7.1811195948118405 7.401163695024527 84.390500075 0.5542498874999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf72 2.373993531471465 2.404524206856048 84.5375 0.6225000000000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf73 7.1811195948118405 7.376050132872869 83.91850015 1.262249775000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf74 7.1811195948118405 7.3936652208606475 83.6869994 1.6095009000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf75 2.3443297987475815 2.389173410648857 85.843501325 0.3835013250000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf76 5.005883321961335 5.112352109328691 83.785500925 1.461748612500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf77 7.1811195948118405 7.393521908152886 83.649500225 1.665749662500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf78 3.383503301173032 3.4484420943396885 85.6135004 0.15350040000000148
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf79 7.1811195948118405 7.410323478149635 83.966500175 1.190249737500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf80 2.600541424995488 2.640664772892915 85.6330001 0.1730000999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf81 5.005883321961335 5.117581813864223 83.8790009 1.3214986500000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf82 3.386497571938821 3.451346452713364 85.33500065 0.12499935000000734
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf83 7.1811195948118405 7.388277179337832 83.988001225 1.1579981625000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf84 3.233363524611927 3.3004881788115736 84.842999475 0.317000525000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf85 2.7719583176625293 2.84778454567485 83.461999975 1.9470000375000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf86 4.305831523858219 4.396680739638218 84.106000125 0.9809998125000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf87 3.234496022425097 3.303944225308537 83.968499525 1.1872507125000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf88 7.1811195948118405 7.411031323030264 84.25399945 0.7590008250000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf89 7.1811195948118405 7.3675312740868355 84.3739996 0.5790006000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf90 3.383503301173032 3.4492554183625908 85.302000575 0.15799942500001124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf91 3.081450937121815 3.1395511775172715 85.42199975 0.03800025000000745
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf92 2.5877461738855767 2.6320991008003287 84.2609997 0.7485004500000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf93 7.1811195948118405 7.388770280259849 83.8949996 1.2975005999999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf94 2.99785338646 3.0614281055796897 85.22250005 0.2374999500000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf95 3.081450937121815 3.14215249539295 85.391500875 0.0684991249999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf96 4.381397003502509 4.467264330572729 83.628499675 1.697250487500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf97 3.234496022425097 3.3011097536253673 84.350000025 0.6149999625000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf98 7.1811195948118405 7.383069252291826 83.944500275 1.223249587500014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf99 2.506423880482962 2.5485507527761326 84.200499275 0.8392510875000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf100 7.1811195948118405 7.387329273972139 84.47900025 0.6809997500000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf101 2.99785338646 3.0605039502318956 84.6229994 0.5370006000000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf102 3.386497571938821 3.448128625991723 85.597999975 0.13799997499998823
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf103 2.99785338646 3.0625525823035358 85.223499675 0.23650032500000578
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf104 2.3443297987475815 2.391396087221432 84.844499025 0.3155009750000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf105 2.671398474202566 2.7167817651125747 84.1550001 0.9074998500000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf106 7.1811195948118405 7.414471966267911 84.0970001 0.994499850000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf107 5.056717894882865 5.148727779612415 83.9204998 1.259250300000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf108 7.1811195948118405 7.404464914332955 83.746501 1.5202485000000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf109 3.234496022425097 3.30452709593065 83.95250035 1.2112494750000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf110 3.447466228332925 3.5057446990616556 83.921998775 1.257001837499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf111 6.833027828924494 6.999419225987758 83.1165007 2.465248950000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf112 3.254401157598571 3.3118538781120894 84.66600095 0.4939990500000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf113 5.005883321961335 5.106044134090423 83.949000875 1.2164986875000139
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf114 7.1811195948118405 7.374128477329179 84.172499475 0.8812507875000151
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf115 3.460041134002901 3.5864625975533864 82.97749955 2.673750675000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf116 7.523607113823384 7.7604562831174935 83.724500075 1.5532498875000158
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf117 6.833027828924494 7.010638261598015 82.850499925 2.8642501125000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf118 4.134394327099348 4.226683315074809 84.96750085 0.19249915000001183
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf119 2.823403207902452 2.902947945292432 82.8405001 2.879249850000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf120 6.833027828924494 7.005618097839881 83.410500125 2.0242498125000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf121 6.833027828924494 7.017803455534861 83.13549935 2.4367509750000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf122 4.886227886160049 4.977105169887008 83.877000975 1.3244985375000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf123 3.460041134002901 3.5814505710191846 83.148499875 2.4172501875000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf124 7.523607113823384 7.757891578094741 83.5195001 1.8607498500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf125 7.1811195948118405 7.361307553642291 84.2115002 0.8227497000000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf126 5.044126617004213 5.173955571973511 83.175499875 2.376750187500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf127 4.891825968529858 4.981207509015017 83.611999925 1.7220001124999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf128 5.169939529440331 5.291950468068278 83.7040003 1.5839995500000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf129 7.1811195948118405 7.401692718639772 83.5490004 1.816499400000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf130 7.514176406899057 7.785410878571609 83.993998825 1.1490017624999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf131 4.129932337746759 4.222239197993713 85.14899995 0.01100005000000126
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf132 7.523607113823384 7.75787080702099 83.797500275 1.443749587500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf133 4.503177127337518 4.597971722366169 84.544500125 0.6154998750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf134 4.129932337746759 4.219984982908826 85.25950035 0.20049965000000897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf135 5.238160529860035 5.357888641834153 83.939500225 1.2307496625000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf136 7.523607113823384 7.758916196074965 83.8625007 1.3462489500000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf137 2.8100632133622985 2.8891049396665984 84.193999325 0.8490010125000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf138 5.169939529440331 5.289469511719555 83.339999975 2.130000037500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf139 3.3041946383020333 3.365836245336109 84.716999475 0.44300052500001075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf140 3.460041134002901 3.577386495515574 83.519999375 1.8600009375000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf141 4.5020123267441035 4.5811399236765125 83.236999625 2.284500562500014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf142 4.129932337746759 4.212215808674306 85.143000275 0.016999724999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf143 7.523607113823384 7.777571237159155 83.529500325 1.8457495125000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf144 7.523607113823384 7.765022172504806 83.492000225 1.9019996625000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf145 7.1811195948118405 7.3904565664920705 84.051999675 1.0620004875000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf146 3.4587945779873226 3.536381098231811 84.7090006 0.45099940000000915
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf147 2.5110886253647045 2.583287818823305 84.600000125 0.5599998750000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf148 2.8202514090130846 2.867806801515129 83.193 2.350500000000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf149 3.3857791798145485 3.4992456201967026 83.2785002 2.222249700000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf150 7.523607113823384 7.769782363109541 83.477500925 1.923748612500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf151 2.245805889200966 2.3033102525971465 84.286499575 0.7102506375000175
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf152 3.460791388914492 3.5340914600988893 84.2370006 0.784499100000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf153 2.3893831577436666 2.4206366373071906 84.838500775 0.32149922500000516
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf154 7.523607113823384 7.782740574470192 83.475999725 1.9260004125000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf155 5.7201441758520275 5.847698704039641 83.087499475 2.5087507875000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf156 1.9771232999458361 2.0242281003067326 83.238499725 2.2822504125000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf157 6.833027828924494 7.019769729390625 83.1924999 2.3512501500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf158 7.514176406899057 7.802183393631981 83.758499325 1.502251012500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf159 5.242741674634328 5.3506912981260815 83.383499375 2.0647509375000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf160 4.381397003502509 4.454321027100734 84.30150075 0.687748875000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf161 2.601885662009287 2.6672848314645243 84.392 0.5520000000000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf162 2.2236854005322555 2.251711952025058 84.997000175 0.16299982500000854
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf163 2.600541424995488 2.6389582143464496 85.508499875 0.04849987499999314
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf164 4.381397003502509 4.453527964821157 84.4710007 0.6889993000000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf165 2.602309890062538 2.64266451892968 85.274500125 0.18549987500000215
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf166 2.600541424995488 2.640664772892915 85.342000525 0.11799947500000202
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf167 3.113064969730077 3.1674111117752037 84.337999375 0.6330009375000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf168 2.581823830215759 2.6151652919913353 84.48350045 0.6764995500000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf169 3.113064969730077 3.158237252491052 84.595499825 0.5645001750000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf170 2.223819493607762 2.2523634120302396 85.041 0.11900000000000832
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf171 4.381397003502509 4.457386654977417 84.558999125 0.6010008750000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf172 3.231980559490414 3.3056518261606023 84.651500075 0.5084999250000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf173 3.113064969730077 3.1630474418668713 84.377000025 0.5744999625000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf174 4.381397003502509 4.453988829383629 84.435499525 0.4867507125000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf175 3.231980559490414 3.302610067076359 84.716500425 0.4434995749999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf176 3.113064969730077 3.1663402773106664 84.535999925 0.6240000750000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf177 2.601885662009287 2.6700786796263585 84.369499725 0.5857504125000119
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf178 4.381397003502509 4.46539153195796 84.274499475 0.7282507875000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf179 2.601885662009287 2.666459803394119 84.589000125 0.5709998750000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf180 2.7306353987775784 2.796350061070436 84.480499875 0.6795001249999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf181 2.600541424995488 2.6398561280538653 85.573499275 0.11349927499999807
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf182 3.408243128904769 3.451098487917105 84.341001025 0.6284984625000121
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf183 4.381397003502509 4.451473874590081 84.6909999 0.4690001000000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf184 3.106358937707222 3.1583076414491495 84.700500525 0.45949947500000976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf185 3.106358937707222 3.1538537601994485 84.8150002 0.3449998000000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf186 3.106358937707222 3.1601953250100028 84.423999575 0.5040006375000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf187 2.602309890062538 2.6400043030518057 85.6425003 0.18250029999998957
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf188 2.583385936085173 2.6152650512152564 84.61899955 0.5410004500000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf189 2.0950052641635417 2.1441452129743452 84.5810003 0.5789997000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf190 3.113064969730077 3.1578507844025947 84.653999475 0.5060005249999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf191 3.231980559490414 3.304791756869949 84.786999975 0.3730000250000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf192 2.602309890062538 2.643286053422067 85.291999425 0.16800057500000493
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf193 2.094133671865248 2.1222025623691154 85.651500225 0.19150022500000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf194 4.381397003502509 4.455754661577132 84.494499625 0.665500375000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf195 4.381397003502509 4.457345107589415 84.375498825 0.5767517625000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf196 3.106358937707222 3.15500802727807 84.538500425 0.62149957500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf197 3.405524755093124 3.4471005461866366 84.1665 0.8902500000000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf198 2.601885662009287 2.6668338557684255 84.610999625 0.549000375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf199 3.106358937707222 3.1597170661072007 84.495000675 0.6649993250000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf200 4.381397003502509 4.456085841259768 84.6065009 0.5534991000000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf201 3.231980559490414 3.3113716056233717 84.7069994 0.4530006000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf202 3.234496022425097 3.299399651231621 84.4635001 0.6964999000000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf203 4.305831523858219 4.407910310440911 84.7455009 0.414499100000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf204 7.1811195948118405 7.3627801010741205 84.356500625 0.6052490625000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf205 7.1811195948118405 7.40875751819501 83.768500225 1.4872496625000124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf206 4.381397003502509 4.468238642611643 84.290999425 0.7035008625000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf207 2.6689565651352716 2.7159309550883233 84.867499325 0.292500675000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf208 2.600541424995488 2.6367707591971574 86.032000175 0.5720001749999881
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf209 7.1811195948118405 7.346291953893983 84.219500725 0.8107489125000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf210 7.1811195948118405 7.364078570096761 85.0309998 0.12900020000000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf211 5.074107870778644 5.159899540448041 83.93949965 1.2307505250000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf212 3.233363524611927 3.300846366295267 85.4195011 0.04049890000000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf213 2.1806485535304354 2.2338171816503114 83.951499525 1.2127507125000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf214 3.3857791798145485 3.5024337883641654 84.44249975 0.47625037500001355
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf215 4.891825968529858 4.9922785332720165 84.049999625 1.0650005625000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf216 3.6070940103067093 3.72380102875099 83.60550005 1.7317499250000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf217 3.386497571938821 3.4533889495099066 85.505999525 0.04599952499998777
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf218 4.293012793348181 4.394463558253571 83.57750015 1.7737497749999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf219 2.485925994940951 2.5330454017105706 85.46449985 0.0044998499999905905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf220 7.1811195948118405 7.381678587633449 84.3879992 0.5580012000000139
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf221 2.148807499607137 2.2059490277122484 85.6529999 0.1929998999999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf222 4.293012793348181 4.391686759004616 83.630000325 1.6949995125000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf223 5.005883321961335 5.1176057795275876 85.077499975 0.08250002500001019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf224 3.383503301173032 3.44986891169079 85.31750015 0.14249985000000437
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf225 3.6070940103067093 3.727694649156394 83.63900065 1.681499025000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf226 7.1811195948118405 7.410072256067877 84.271500925 0.7327486125000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf227 4.305831523858219 4.395298008729362 85.30150055 0.15849945000000504
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf228 7.1811195948118405 7.380186417772837 84.03700005 1.084499925000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf229 7.1811195948118405 7.403001723570226 84.11099975 0.9735003750000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf230 3.3857791798145485 3.499361690014494 83.536999925 1.8345001125000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf231 7.1811195948118405 7.373847492838587 84.871999175 0.288000825000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf232 7.1811195948118405 7.3744986232866205 84.8200001 0.3399999000000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf233 7.1811195948118405 7.404214089317234 84.5160001 0.6439999000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf234 2.84502687904236 2.8958302576646817 83.753498675 1.5097519875000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf235 7.1811195948118405 7.38716461087977 84.1489996 0.9165006000000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf236 5.005883321961335 5.1216597499604015 84.8124996 0.3475004000000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf237 4.536708025136912 4.678045407104002 83.401999875 2.0370001875000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf238 3.386497571938821 3.446906246554538 85.50700015 0.04700014999999097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf239 7.1811195948118405 7.401589236911337 84.649000525 0.5109994749999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf240 7.1811195948118405 7.388471695607782 84.728500125 0.43149987500000864
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf241 7.1811195948118405 7.398240494576302 84.487998925 0.6720010750000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf242 7.1811195948118405 7.375801229222981 84.81199985 0.3480001499999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf243 2.308041570703545 2.367101384404842 83.9070001 1.2794998500000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf244 2.719694324381187 2.774500264104539 84.293000275 0.700499587500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf245 2.0644689424463 2.0991101758520094 84.04700125 1.0694981250000168
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf246 2.99785338646 3.0651119624844494 84.3115009 0.6727486500000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf247 3.233363524611927 3.3029971239336455 85.288499275 0.17150072499999852
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf248 7.1811195948118405 7.378856178970327 84.583000325 0.5769996750000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf249 3.081450937121815 3.1431889488516656 85.486001025 0.026001024999987965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf250 5.056717894882865 5.151949433840084 83.59450055 1.748249174999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf251 3.234496022425097 3.302982660689556 84.555500025 0.6044999750000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf252 7.1811195948118405 7.392063038646748 84.09699955 0.9945006749999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf253 7.1811195948118405 7.410072256067877 83.76399915 1.4940012750000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf254 2.390721013418577 2.4218511884796925 84.887499975 0.2725000250000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf255 3.1191346318319217 3.1754860958365394 85.8500006 0.3900005999999962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf256 7.1811195948118405 7.40387680147927 84.158499675 0.9022504875000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf257 4.305831523858219 4.396792513575268 84.41199975 0.5220003749999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf258 3.383503301173032 3.4450096731039497 85.418500075 0.04149992500000793
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf259 2.99785338646 3.062860984706384 85.576000175 0.1160001749999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf260 2.2333883117806184 2.2638161800922187 84.67999975 0.4800002500000119
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf261 4.886227886160049 4.986127954776141 84.19099985 0.8535002250000119
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf262 7.1811195948118405 7.40875751819501 84.25649955 0.7552506750000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf263 3.233363524611927 3.3021536367255324 85.33299995 0.12700005000000375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf264 4.129932337746759 4.216519686509437 85.2349998 0.22500020000000803
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf265 5.005883321961335 5.113211560946414 84.294999275 0.6975010875000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf266 7.510933748563059 7.732100870327154 82.951 2.7135000000000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf267 3.306365040837141 3.4141244582850447 82.9884999 2.657250150000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf268 7.523607113823384 7.765006179634401 83.83999995 1.380000074999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf269 3.460041134002901 3.578628852101916 83.461999475 1.9470007875000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf270 11.649972237304898 12.15319064954229 82.863499425 2.844750862500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf271 3.386497571938821 3.4418056379622692 85.57900005 0.11900004999999964
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf272 4.134394327099348 4.222752027985659 84.894499425 0.2655005749999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf273 7.514176406899057 7.799466817962808 83.8385005 1.3822492500000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf274 7.1811195948118405 7.388708428426283 83.992499725 1.151250412500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf275 6.833027828924494 7.0088337826223785 83.3029991 2.185501350000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf276 4.503177127337518 4.60521854001079 84.453499975 0.4597500375000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf277 11.649972237304898 12.135502153299774 82.879000675 2.821498987500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf278 7.523607113823384 7.778763595573974 83.704000075 1.5839998875000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf279 5.7201441758520275 5.849103832778581 83.305500125 2.1817498125000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf280 6.833027828924494 6.999860280053802 83.359500075 2.100749887500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf281 3.458107368547646 3.5269431563938025 84.2059993 0.8310010500000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf282 3.306365040837141 3.415028069067119 82.913999825 2.7690002625000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf283 7.514176406899057 7.796841719894215 83.8754995 1.3267507500000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf284 5.7201441758520275 5.8450497100374585 83.194000425 2.3489993625000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf285 5.7201441758520275 5.836285539880831 83.5369993 1.83450105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf286 6.622266272182093 6.77869741870806 83.02999955 2.5950006750000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf287 3.863559826172726 3.929097887890233 82.77200055 2.9819991750000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf288 7.523607113823384 7.739871091499665 83.80400105 1.4339984250000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf289 6.833027828924494 7.019245367230966 82.996000025 2.6459999625000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf290 7.523607113823384 7.7651165229064505 83.480500575 1.9192491375000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf291 4.727761345555891 4.815219781412225 83.320000375 2.159999437499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf292 4.129932337746759 4.218197925847003 85.159999775 2.25000002296305e-07
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf293 2.1568623380426484 2.20865274691959 84.789500625 0.37049937500000285
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf294 11.649972237304898 12.11840585388298 82.923000125 2.7554998125000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf295 7.523607113823384 7.766560791850898 83.503499775 1.8847503375000159
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf296 3.460791388914492 3.531845957054395 84.316501225 0.6652481625000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf297 11.649972237304898 12.127489574205566 82.949500225 2.7157496625000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf298 3.460041134002901 3.5786760138094023 83.426499675 2.0002504875000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf299 7.523607113823384 7.757365992464962 83.66850015 1.637249775000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf300 11.649972237304898 12.085879015924125 82.818499225 2.912251162500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf301 11.649972237304898 12.051121361823759 82.778499525 2.9722507125000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf302 4.134394327099348 4.228622881864526 85.01950015 0.1404998500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf303 7.510933748563059 7.727652554370923 82.95150055 2.712749174999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf304 7.523607113823384 7.774086965724115 83.8220002 1.4069997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf305 2.8105580488216186 2.8545035717778746 85.43150025 0.028499750000005986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf306 11.649972237304898 12.116773071395698 82.977500125 2.6737498124999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf307 7.510933748563059 7.720716634438559 82.8584995 2.8522507500000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf308 6.622266272182093 6.773359778899825 82.968501275 2.6872480875000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf309 5.7201441758520275 5.851745091813926 83.063999525 2.544000712500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf310 7.1811195948118405 7.38740125994416 83.97550025 1.1767496250000136
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf311 4.891825968529858 4.973418320398301 84.071500325 1.0327495125000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf312 5.7201441758520275 5.83950995853877 83.092499525 2.501250712500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf313 7.523607113823384 7.759617165451788 83.9080002 1.2779997000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf314 7.510933748563059 7.742540162477537 82.922000325 2.756999512500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf315 3.0218810905420717 3.113927275076267 82.856499725 2.8552504124999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf316 2.2236854005322555 2.251711952025058 84.9994999 0.1605001000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf317 4.381397003502509 4.451473874590081 84.63199955 0.5280004500000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf318 3.408243128904769 3.4538698425514536 84.2664995 0.7402507500000155
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf319 2.601885662009287 2.668113927892387 84.53199975 0.628000250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf320 4.381397003502509 4.451812930432744 84.20149995 0.8377500750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf321 3.106358937707222 3.152065334619993 84.890501025 0.2694989749999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf322 4.381397003502509 4.455754661577132 84.530499175 0.6295008250000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf323 2.600541424995488 2.638374135271596 85.24450055 0.2154994500000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf324 2.602309890062538 2.6404324447924905 85.327499775 0.1325002249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf325 2.602309890062538 2.6388321493646494 85.38850005 0.07149995000000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf326 2.2236854005322555 2.2512609092815943 84.981499925 0.17850007500001086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf327 1.6246904575574401 1.6565881466885948 85.779999 0.31999899999999853
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf328 4.381397003502509 4.45781270527783 84.346000075 0.6209998874999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf329 4.381397003502509 4.453131539571547 84.38100045 0.5684993250000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf330 2.602309890062538 2.6421053879297633 85.384499975 0.07550002500000802
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf331 3.106358937707222 3.156525993407878 84.6715004 0.4884996000000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf332 4.381397003502509 4.458290579012763 84.39200025 0.5519996250000148
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf333 4.381397003502509 4.455041585869946 84.634000375 0.5259996250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf334 2.600541424995488 2.637983685888641 85.609499625 0.14949962499999286
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf335 1.8505738415859385 1.8907835125900025 85.229000225 0.23099977500001218
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf336 4.381397003502509 4.448021159464741 84.765500125 0.3944998750000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf337 2.148485788188066 2.189338341610019 85.1930007 0.2669993000000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf338 2.602309890062538 2.6427266594123844 85.44900055 0.01099945000001129
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf339 2.601885662009287 2.6683696763218396 84.46199975 0.6980002500000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf340 1.9147865844003307 1.955870467903636 84.951000175 0.2089998250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf341 4.381397003502509 4.4508638955806035 84.3760006 0.5759991000000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf342 2.600541424995488 2.633759874459809 85.568500075 0.10850007499999775
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf343 2.601885662009287 2.6668338557684255 84.6024996 0.5575004000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf344 2.0952802937468973 2.1238952467730083 85.534000025 0.07400002499999231
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf345 2.600541424995488 2.6401064876899865 85.49499935 0.03499934999999538
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf346 4.381397003502509 4.452625970810971 84.686 0.4739999999999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf347 2.600541424995488 2.6398561280538653 85.59749985 0.13749985000000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf348 4.381397003502509 4.456085841259768 84.630999275 0.5290007250000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf349 4.381397003502509 4.4538440039153935 84.315000225 0.6674996624999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf350 1.8505738415859385 1.890368890289548 85.43599915 0.02400085000000446
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf351 2.601885662009287 2.6676405092838094 84.442999825 0.475500262500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf352 4.381397003502509 4.458606011485265 84.3325001 0.6412498500000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf353 3.113064969730077 3.1630474418668713 84.4335003 0.4897495499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf354 2.600541424995488 2.6362196906779354 85.4859998 0.025999799999996742
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf355 4.381397003502509 4.459660952019935 84.546000025 0.6139999750000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf356 4.381397003502509 4.460375507367484 84.455499375 0.4567509375000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf357 3.106358937707222 3.15903725993768 84.673500175 0.4864998250000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf358 3.106358937707222 3.1597170661072007 84.470000625 0.6899993750000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf359 2.602309890062538 2.6389286062189585 85.495500325 0.03550032499998962
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf360 7.1811195948118405 7.408908196406624 84.404999875 0.5325001875000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf361 7.1811195948118405 7.393521908152886 84.088000125 1.0079998125000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf362 3.383503301173032 3.4474900715100953 85.815501 0.35550099999999246
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf363 7.1811195948118405 7.406147610982983 84.292499175 0.7012512375000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf364 7.1811195948118405 7.395764723110566 83.977499175 1.1737512374999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf365 7.1811195948118405 7.404027281227677 83.862999725 1.3455004125000158
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf366 5.005883321961335 5.115589867417773 85.11050035 0.04949965000000989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf367 7.1811195948118405 7.386511241926393 84.263999575 0.7440006375000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf368 3.6070940103067093 3.7303628009072267 83.49650025 1.8952496250000124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf369 7.1811195948118405 7.3467375065342955 84.524999225 0.6350007750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf370 2.5971776924712597 2.639466149435738 84.9065 0.25350000000001105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf371 7.1811195948118405 7.388471695607782 84.15749935 0.9037509750000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf372 3.233363524611927 3.3047702294167665 85.0480001 0.11199990000000926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf373 7.1811195948118405 7.396292975159629 84.4090002 0.5264997000000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf374 4.536708025136912 4.681392543147175 83.81799985 1.4130002249999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf375 5.056717894882865 5.154002908182054 83.5740013 1.7789980499999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf376 7.1811195948118405 7.40226342405669 84.47450005 0.685499950000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf377 7.1811195948118405 7.404515084798839 84.00499975 1.1325003750000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf378 4.886227886160049 4.983185707603727 84.349999975 0.6150000375000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf379 3.1191346318319217 3.179723927975153 86.061499025 0.6014990249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf380 7.1811195948118405 7.386880028015847 84.381999625 0.5670005624999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf381 4.536708025136912 4.67536491963537 83.815500875 1.4167486875000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf382 5.005883321961335 5.121426360092216 84.627500175 0.5324998250000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf383 3.383503301173032 3.448142751301451 85.767000175 0.3070001750000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf384 5.056717894882865 5.151671408826087 83.70100015 1.5884997750000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf385 2.570873003234152 2.6139114035470192 84.051000425 1.0634993625000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf386 3.386497571938821 3.4490400540305575 85.129000325 0.030999674999998228
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf387 7.1811195948118405 7.406653863450172 84.26499995 0.7425000750000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf388 1.8548606296097034 1.8954998527977276 84.58149945 0.5785005500000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf389 7.1811195948118405 7.386532836438384 83.977500975 1.1737485375000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf390 7.1811195948118405 7.408908196406624 83.88949965 1.3057505250000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf391 3.383503301173032 3.4462125064672997 85.566500875 0.10650087499999755
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf392 3.383503301173032 3.439489656754178 85.70449975 0.2444997499999914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf393 7.1811195948118405 7.406653863450172 83.6715 1.6327500000000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf394 2.8105580488216186 2.8583406559039806 84.98200025 0.17799975000000645
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf395 7.1811195948118405 7.371771648138629 83.9340005 1.2389992500000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf396 3.1191346318319217 3.182894450580553 85.293999675 0.16600032500001022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf397 4.381397003502509 4.45499661133659 84.070499775 1.034250337500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf398 7.1811195948118405 7.404515084798839 84.65649925 0.5035007500000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf399 7.1811195948118405 7.400277507261631 84.5609999 0.5990001000000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf400 3.386497571938821 3.4527742037114906 85.4609991 0.000999099999989983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf401 7.1811195948118405 7.3937152450817045 84.080499875 1.0192501875000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf402 2.9608366973828484 3.046104775708799 83.83000085 1.3949987250000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf403 7.1811195948118405 7.375801229222981 84.1734993 0.879751050000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf404 2.6384203687025263 2.687681162156697 83.763500225 1.4947496625000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf405 7.1811195948118405 7.412515893032483 84.033999425 1.0890008625000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf406 4.293012793348181 4.38591397565527 83.796001025 1.4459984625000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf407 7.1811195948118405 7.3873655746856 84.65949995 0.500500050000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf408 7.1811195948118405 7.3744986232866205 84.1950004 0.8474994000000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf409 2.2543072099636197 2.285272706414734 85.0235005 0.13649950000000788
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf410 2.99785338646 3.0651119624844494 85.36200025 0.09799975000001099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf411 3.6070940103067093 3.7311058521825267 83.512500525 1.8712492125000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf412 7.1811195948118405 7.373073290801168 83.86599955 1.3410006750000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf413 7.1811195948118405 7.401589236911337 84.053999725 1.059000412500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf414 3.234496022425097 3.30241269058321 83.933500225 1.239749662500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf415 4.305831523858219 4.401067537726774 83.87650005 1.3252499250000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf416 5.005883321961335 5.10526425921761 84.4189996 0.511500599999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf417 7.1811195948118405 7.390901104466223 84.3789996 0.5715006000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf418 4.886227886160049 4.9733701662178 84.039000725 1.0814989125000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf419 3.383503301173032 3.449200987895915 85.8430001 0.38300009999999246
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf420 7.1811195948118405 7.361676413588422 84.1495005 0.9157492500000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf421 4.305831523858219 4.3949320775206315 84.286999325 0.709501012500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf422 3.1191346318319217 3.182894450580553 85.782500025 0.32250002499999936
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf423 2.1806485535304354 2.2364617009523395 84.842500325 0.317499675000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf424 7.1811195948118405 7.391738354182362 83.92400015 1.2539997750000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf425 7.1811195948118405 7.388770280259849 83.901000575 1.2884991375000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf426 3.081450937121815 3.1447449114998816 85.559999275 0.09999927499999045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf427 7.1811195948118405 7.402413838229546 84.243499175 0.7747512375000127
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf428 7.1811195948118405 7.402546109117311 84.1150009 0.9674986500000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf429 7.1811195948118405 7.383183242552345 84.253999075 0.7590013875000139
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf430 3.383503301173032 3.4498362414800563 85.844500175 0.38450017499998806
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf431 3.383503301173032 3.4422860266242474 85.580500375 0.12050037499999461
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf432 7.523607113823384 7.788133755428347 83.592999425 1.7505008625000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf433 7.514176406899057 7.768231284144798 84.00849995 1.1272500750000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf434 3.3857791798145485 3.5030888033297396 83.268000675 2.2379989875000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf435 5.169939529440331 5.303782587751303 83.028999975 2.5965000375000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf436 7.514176406899057 7.779533294824465 83.9910002 1.1534997000000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf437 7.514176406899057 7.78127710912917 83.847999525 1.3680007124999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf438 2.8314341129397818 2.9126203968637263 83.52849905 1.8472514250000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf439 2.6443527389697015 2.7215211650770867 84.5134996 0.6465004000000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf440 7.523607113823384 7.750862013923312 83.79150005 1.4527499250000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf441 3.4556711544812053 3.530162871240522 85.05850045 0.10149955000000832
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf442 7.523607113823384 7.7982770742933525 83.15000035 2.414999475000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf443 7.523607113823384 7.80070509540772 83.250999075 2.263501387500014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf444 2.8105580488216186 2.859067794968095 84.93299905 0.22700094999999865
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf445 7.514176406899057 7.8062555098840685 83.61949965 1.710750525000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf446 3.4556711544812053 3.537964918801342 84.69049935 0.46950065000000907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf447 7.523607113823384 7.763271007100636 83.7550003 1.5074995499999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf448 7.1811195948118405 7.395764723110566 83.94699955 1.2195006750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf449 3.4580451884979118 3.5888013166123796 83.6290004 1.6964994000000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf450 7.523607113823384 7.793465805308065 83.562499475 1.7962507875000142
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf451 5.169939529440331 5.29158953705571 83.49099985 1.9035002250000161
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf452 5.048374517147679 5.167462477899405 82.924999 2.752501500000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf453 7.523607113823384 7.753357297624249 83.38699945 2.0595008250000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf454 7.514176406899057 7.81085928427589 83.69699935 1.5945009750000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf455 7.514176406899057 7.802515652693953 83.516500825 1.8652487625000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf456 2.820492734590512 2.873048197698209 83.8450002 1.3724997000000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf457 7.523607113823384 7.801413636192622 83.35250035 2.111249475000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf458 3.4556711544812053 3.532435828563282 84.8129998 0.3470002000000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf459 3.4556711544812053 3.5369971730692824 84.776000275 0.3839997250000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf460 3.4587945779873226 3.5389620313895223 84.6360004 0.5239996000000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf461 11.649972237304898 12.142544355051598 82.9259998 2.7510003000000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf462 5.169939529440331 5.306286709626084 83.055499625 2.5567505625000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf463 7.514176406899057 7.824328877626496 83.420999525 2.008500712500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf464 7.514176406899057 7.79425291290945 83.66950075 1.6357488750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf465 2.5127374818467327 2.5816963812816556 84.838000625 0.32199937499999864
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf466 3.4556711544812053 3.5342649177417162 85.03699985 0.1230001500000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf467 3.383503301173032 3.450789560717289 85.583500025 0.12350002500000129
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf468 7.514176406899057 7.790691151768973 83.6295 1.695750000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf469 7.523607113823384 7.777571237159155 83.543000025 1.825499962500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf470 2.7719583176625293 2.8452442037171597 83.33249935 2.1412509749999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf471 3.4580451884979118 3.5901770225055176 83.459499975 1.9507500375000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf472 7.523607113823384 7.787065325388947 83.2679997 2.2380004500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf473 6.833027828924494 7.029429007104496 83.098000475 2.492999287499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf474 7.514176406899057 7.804684967488243 83.8485003 1.367249550000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf475 7.514176406899057 7.776017047166264 83.976999975 1.1745000375000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf476 4.506562458647627 4.597048783444566 83.251999825 2.2620002625000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf477 7.514176406899057 7.78234133378654 83.580000125 1.7699998125000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf478 7.1811195948118405 7.372602409157836 84.247500275 0.7687495875000181
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf479 7.1811195948118405 7.410323478149635 83.483000725 1.9154989125000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf480 2.601885662009287 2.6672848314645243 84.3574996 0.6037506000000121
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf481 4.503177127337518 4.6109027497378055 84.351000625 0.6134990625000114
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf482 7.523607113823384 7.799060978974592 83.508000175 1.877999737499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf483 7.523607113823384 7.77441168177861 83.18400015 2.3639997750000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf484 2.860174984413286 2.9150374948936357 84.0844998 1.0132503000000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf485 7.514176406899057 7.814117718100523 83.6575002 1.6537497000000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf486 7.1811195948118405 7.399363161275421 83.4239998 2.0040003000000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf487 7.1811195948118405 7.401163695024527 83.921 1.258499999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf488 7.523607113823384 7.806123211401135 83.26149955 2.247750675000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf489 3.4587945779873226 3.5412165950581858 84.5534994 0.6065005999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf490 4.381397003502509 4.46539153195796 84.3454998 0.6217503000000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf491 2.7306353987775784 2.8004242592424693 84.2759998 0.7260003000000168
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf492 3.231980559490414 3.311896879336496 84.613499375 0.5465006250000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf493 3.113064969730077 3.1663402773106664 84.60450015 0.5554998499999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf494 3.106358937707222 3.1538537601994485 84.82849985 0.3315001500000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf495 2.602309890062538 2.641220207143422 85.552499775 0.09249977499999601
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf496 2.600541424995488 2.6401064876899865 85.553999725 0.09399972499999193
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf497 2.602309890062538 2.643286053422067 85.3530005 0.10699950000001196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf498 4.381397003502509 4.455041585869946 84.6365001 0.5234998999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf499 4.381397003502509 4.451473874590081 84.72150055 0.43849945000000334
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf500 3.231980559490414 3.3130684474241257 84.4644997 0.6955003000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf501 3.113064969730077 3.1634578602002756 84.811998925 0.34800107500000765
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf502 4.381397003502509 4.461807231087528 84.41499995 0.5175000750000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf503 1.9147865844003307 1.9554268123280791 85.138499675 0.021500324999999543
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf504 4.381397003502509 4.4651527862323865 84.338499175 0.6322512375000144
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf505 3.113064969730077 3.1611328033416037 84.847500825 0.3124991750000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf506 4.381397003502509 4.448021159464741 84.755499425 0.4045005750000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf507 2.0922402524492543 2.1221487864980166 85.3159997 0.14400029999999903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf508 3.231980559490414 3.31048372338375 84.5725002 0.5874998000000119
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf509 2.601885662009287 2.6655942600191107 84.6444996 0.515500400000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf510 4.381397003502509 4.460375507367484 84.459499925 0.4507501125000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf511 2.601885662009287 2.6688820093635806 84.42350025 0.5047496250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf512 4.381397003502509 4.452484907791113 84.47399915 0.6860008500000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf513 4.381397003502509 4.4454725305560485 84.58050005 0.5794999500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf514 4.381397003502509 4.455754661577132 84.510999775 0.6490002250000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf515 3.231980559490414 3.3062000564736413 84.774499375 0.38550062500000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf516 2.581823830215759 2.6171348212078107 84.407000725 0.5294989125000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf517 2.600541424995488 2.6389582143464496 85.471001025 0.011001025000001607
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf518 2.7306353987775784 2.7977575199639073 84.3829998 0.5655003000000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf519 2.602309890062538 2.6427266594123844 85.4464989 0.013501100000010535
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf520 4.381397003502509 4.453276318708387 84.5264997 0.6335003000000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf521 3.113064969730077 3.1674111117752037 84.368500525 0.5872492125000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf522 3.106358937707222 3.1572429524846486 84.839500775 0.3204992250000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf523 2.0922402524492543 2.122959283858329 85.28849955 0.17150045000000774
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf524 3.231980559490414 3.3109212054351875 84.5649994 0.5950006000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf525 4.381397003502509 4.457386654977417 84.5769993 0.583000700000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf526 7.1811195948118405 7.367102720978001 84.4165001 0.5152498500000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf527 5.005883321961335 5.113424348294993 84.1989996 0.8415006000000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf528 2.99785338646 3.063677279624672 84.248499875 0.7672501875000179
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf529 3.383503301173032 3.4459588608572758 85.427999675 0.03200032500000988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf530 3.383503301173032 3.4473843232892416 85.325000175 0.13499982500000557
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf531 2.306650340205349 2.3643437570336716 85.07150035 0.08849965000001137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf532 4.381397003502509 4.455754661577132 84.99499965 0.16500035000000823
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf533 7.1811195948118405 7.383069252291826 84.049499125 1.0657513125000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf534 5.0590141831214055 5.170242023179445 83.677999875 1.6230001875000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf535 4.891825968529858 4.979489291231685 84.559999775 0.6000002250000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf536 2.8244252476491902 2.8626923879885466 84.4750008 0.6849992000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf537 2.7190305416351817 2.7658032028765613 83.5919994 1.7520008999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf538 7.1811195948118405 7.395764723110566 83.95500035 1.2074994749999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf539 3.1191346318319217 3.1808972124912724 85.361000825 0.09899917500000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf540 2.808495330326162 2.856001323535663 84.7574993 0.4025006999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf541 4.886227886160049 4.976050132075196 84.638499425 0.5215005749999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf542 3.383503301173032 3.4484420943396885 85.297001425 0.1629985750000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf543 2.7724398228692517 2.8128071547486657 85.02450045 0.13549955000000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf544 7.1811195948118405 7.3801603249047565 84.635499725 0.5245002750000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf545 3.383503301173032 3.450789560717289 85.610500525 0.15050052500000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf546 1.960540172229528 2.0057964713158882 83.787500225 1.4587496625000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf547 3.383503301173032 3.4473843232892416 85.6019997 0.14199969999998813
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf548 3.383503301173032 3.450153956028164 85.27900045 0.18099955000000706
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf549 3.383503301173032 3.450789560717289 85.3585005 0.10149949999999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf550 3.386497571938821 3.4496617659493727 85.61950085 0.1595008499999892
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf551 7.1811195948118405 7.38499037538242 84.5564993 0.6035007000000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf552 7.1811195948118405 7.417408010123914 84.062999625 1.0455005625000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf553 7.1811195948118405 7.398095547117523 84.380499025 0.5692514624999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf554 5.056717894882865 5.1335056253884055 83.78750105 1.4587484250000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf555 2.7704326562617076 2.812632264039311 84.853500125 0.30649987500000864
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf556 2.4121656557123154 2.4435593635219335 84.0074999 1.128750150000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf557 3.081450937121815 3.1419166516824815 85.22600125 0.2339987500000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf558 3.383503301173032 3.4445784565718793 85.26200045 0.19799955000000297
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf559 3.383503301173032 3.4389659667838806 85.713000675 0.2530006749999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf560 5.0590141831214055 5.170971206828467 83.7365 1.5352499999999978
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf561 2.214100940087163 2.2692907475586295 85.8155004 0.35550039999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf562 2.99785338646 3.059613266230924 84.287499875 0.7087501875000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf563 3.386497571938821 3.449993447097854 85.240500875 0.21949912500001006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf564 2.82984229806238 2.8757124218206096 84.58050025 0.5794997500000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf565 2.825141493414659 2.8754948367952924 83.5575006 1.8037491000000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf566 3.3857791798145485 3.4968203239647813 84.7334995 0.4265005000000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf567 7.1811195948118405 7.378222311489907 84.5384996 0.6215004000000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf568 7.1811195948118405 7.395764723110566 84.507498925 0.6525010750000121
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf569 2.99785338646 3.0625888609035408 85.609499925 0.14949992499998926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf570 2.637795660915897 2.6764932339767373 85.093500125 0.06649987499999954
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf571 1.952509182583242 1.9968678335675911 85.1330001 0.026999900000001298
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf572 4.536708025136912 4.676212121688657 83.83300075 1.390498875000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf573 2.99785338646 3.0625888609035408 84.530499925 0.6295000750000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf574 2.99785338646 3.05926952408595 84.789 0.37100000000000366
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf575 4.381397003502509 4.445734150442823 84.37349995 0.579750075000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf576 2.99785338646 3.0614281055796897 85.299 0.16099999999999853
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf577 2.5078960527081935 2.550156635705622 84.173999425 0.8790008624999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf578 2.600541424995488 2.639486447390341 85.835000775 0.37500077499999235
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf579 1.8454635658040994 1.8865476369102703 85.365000175 0.09499982499999932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf580 5.056717894882865 5.148727779612415 83.9349999 1.2375001500000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf581 5.056717894882865 5.14637012607552 83.932000175 1.2419997375000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf582 3.383503301173032 3.449730349279723 85.2625 0.19750000000000228
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf583 7.1811195948118405 7.383069252291826 84.575000775 0.5849992249999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf584 3.383503301173032 3.44223943017289 85.314500525 0.14549947500000543
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf585 7.1811195948118405 7.389425178947874 84.81450025 0.34549975000001043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf586 4.293012793348181 4.385630205016763 83.46249945 1.9462508250000141
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf587 2.5078960527081935 2.552197847335939 84.18550015 0.861749775000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf588 2.564594149662654 2.601648186994303 85.0779999 0.08200010000001046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf589 7.523607113823384 7.796002053655523 83.246999525 2.2695007124999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf590 7.523607113823384 7.794920637401718 83.489000525 1.906499212500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf591 7.523607113823384 7.794121020944392 83.276498925 2.22525161250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf592 2.895397554594849 2.950767093347647 83.3195003 2.1607495500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf593 5.0424126195108725 5.153609690011054 82.8199997 2.9100004500000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf594 7.523607113823384 7.763299876607424 83.3474991 2.118751350000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf595 7.523607113823384 7.7805961784969995 83.44649945 1.9702508250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf596 4.506562458647627 4.60622936624004 83.358499125 2.102251312500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf597 2.600541424995488 2.6401064876899865 85.5110003 0.051000300000001164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf598 3.90510129288777 3.9757284886339614 83.1685006 2.3872491000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf599 7.523607113823384 7.796542875667247 83.4164997 2.0152504500000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf600 3.460041134002901 3.5861192832409055 83.0965006 2.4952491000000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf601 3.3857791798145485 3.503122489941587 83.1744995 2.3782507500000136
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf602 7.523607113823384 7.774199176503096 83.113999725 2.4690004125000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf603 7.523607113823384 7.763436450563645 83.7375002 1.5337497000000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf604 3.383503301173032 3.445198560922474 85.93800085 0.47800084999998943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf605 7.523607113823384 7.778923843463177 83.646 1.6710000000000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf606 3.460791388914492 3.532247052495664 84.030500025 1.0942499625000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf607 5.048374517147679 5.165398266491133 82.962000275 2.6969995875000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf608 7.523607113823384 7.791789293308178 83.403000875 2.0354986875000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf609 4.503177127337518 4.597610038675558 84.685499025 0.47450097500000654
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf610 7.523607113823384 7.7943599188902954 83.4554993 1.9567510500000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf611 4.506562458647627 4.598887652511525 83.4790005 1.9214992500000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf612 7.523607113823384 7.779672432701504 83.479000075 1.9214998875000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf613 5.242741674634328 5.353919616085178 83.221500025 2.3077499625000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf614 7.1811195948118405 7.3803359360639735 83.719001025 1.561498462500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf615 7.523607113823384 7.78708047889327 83.428499825 1.9972502625000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf616 4.381397003502509 4.450822469700602 84.216499775 0.8152503375000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf617 7.523607113823384 7.769686291884336 83.583499825 1.7647502625000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf618 7.523607113823384 7.774994710321933 83.30349945 2.184750825000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf619 7.523607113823384 7.787096992845383 83.322999425 2.1555008624999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf620 7.523607113823384 7.787065325388947 83.27599975 2.2260003750000124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf621 7.523607113823384 7.801413636192622 83.302000575 2.186999137500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf622 5.038174742380468 5.15548928332619 83.0755001 2.5267498500000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf623 7.523607113823384 7.751864192299898 83.785000275 1.4624995875000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf624 3.386497571938821 3.448405093605851 85.207499875 0.2525001250000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf625 3.460791388914492 3.53635394687814 84.038999775 1.0815003375000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf626 2.8239027531188214 2.871985758912851 83.4659988 1.9410018000000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf627 7.514176406899057 7.827486435478064 83.39550015 2.046749775000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf628 7.523607113823384 7.77289604047173 83.61799965 1.7130005250000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf629 4.506562458647627 4.608118001911791 83.447999075 1.96800138750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf630 3.460791388914492 3.5307512954758384 83.98699975 1.1595003750000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf631 7.514176406899057 7.80089092820616 83.5254996 1.8517506000000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf632 2.303931971601966 2.3435012770106516 83.49900015 1.8914997750000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf633 2.82984229806238 2.872038891253512 85.425500675 0.03449932500001013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf634 7.523607113823384 7.769195022484988 83.6610006 1.6484991000000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf635 2.5110886253647045 2.58155467910194 84.918999 0.24100100000000568
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf636 3.457664359604651 3.5251583757970684 84.2724993 0.7312510499999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf637 2.645519728997468 2.7197607405233875 83.733500725 1.5397489125000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf638 7.523607113823384 7.772096539201947 83.531999775 1.8420003375000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf639 3.45498518551075 3.5225750077827884 84.47250065 0.6874993500000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf640 3.460041134002901 3.579440971055467 83.356000325 2.105999512500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf641 4.506562458647627 4.605851824674844 83.6824997 1.6162504500000168
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf642 5.169939529440331 5.306286709626084 83.063499975 2.544750037500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf643 5.169939529440331 5.303282046715177 83.25949975 2.2507503750000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf644 7.523607113823384 7.7576380245248195 83.59049985 1.754250225000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf645 3.4580451884979118 3.5929964447345077 83.152500325 2.4112495124999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf646 7.1811195948118405 7.368449826478175 83.749999325 1.5150010125000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf647 5.169939529440331 5.29405124117379 83.209001025 2.3264984624999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf648 3.458107368547646 3.528255417011137 84.0900003 1.004999550000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf649 3.106358937707222 3.1601031596070253 84.555999975 0.6040000249999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf650 2.601885662009287 2.67016404893016 84.331499675 0.6427504875000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf651 2.148196614564553 2.2085106626684365 84.902999375 0.257000625000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf652 4.381397003502509 4.460375507367484 84.4349997 0.48750044999999886
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf653 1.6246904575574401 1.6565881466885948 85.779999 0.31999899999999853
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf654 2.601885662009287 2.6704201905525973 84.258500325 0.7522495125000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf655 2.602309890062538 2.63908231480431 85.2780003 0.18199970000000293
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf656 4.381397003502509 4.457386654977417 84.5834995 0.5765005000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf657 2.602309890062538 2.6401820233348707 85.422499975 0.03750002500001132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf658 2.602309890062538 2.6427266594123844 85.48449975 0.02449974999999255
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf659 4.381397003502509 4.460461782685942 84.250000125 0.7649998125000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf660 1.6087693699372496 1.6445249955112342 83.979996 1.1700060000000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf661 1.9138289556104853 1.954129079950383 85.229500375 0.23049962500000448
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf662 3.231980559490414 3.306175286671941 84.5034996 0.6565004000000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf663 3.231980559490414 3.311896879336496 84.5959997 0.5640003000000121
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf664 2.600541424995488 2.636469361008966 85.358000375 0.10199962500000198
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf665 2.4101645710137762 2.448402154146041 84.921000775 0.23899922500000914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf666 2.094133671865248 2.123075533469639 85.678000625 0.21800062499999057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf667 4.381397003502509 4.461807231087528 84.4344999 0.48825014999999894
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf668 3.113064969730077 3.1663402773106664 84.554999925 0.605000075000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf669 3.408243128904769 3.450039086851261 84.257000525 0.754499212500015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf670 2.4101645710137762 2.449042389089879 84.831500325 0.32849967500001187
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf671 2.0952802937468973 2.1262549788238174 85.82949995 0.36949994999999375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf672 4.381397003502509 4.458338473794208 84.42999935 0.4950009750000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf673 2.600541424995488 2.6401064876899865 85.48999975 0.02999974999999039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf674 2.581823830215759 2.613576148605761 84.546000375 0.6139996249999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf675 2.602309890062538 2.636367457719508 85.437500525 0.022499475000000768
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf676 3.106358937707222 3.155505683592603 84.79750005 0.3624999500000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf677 3.113064969730077 3.1650485828548285 84.43400065 0.48899902500000536
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf678 2.0950052641635417 2.141756021413123 84.7734991 0.38650090000001003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf679 3.231980559490414 3.3116542917133294 84.401499175 0.5377512375000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf680 2.0952802937468973 2.1258527922502806 85.7424997 0.2824996999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf681 2.601885662009287 2.666715234798984 84.53350035 0.6264996500000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf682 3.113064969730077 3.1611101595109847 84.32900035 0.6464994750000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf683 2.7306353987775784 2.7986821909499118 84.41899995 0.5115000750000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf684 2.091096954512485 2.1217902007351905 84.894500225 0.26549977500000355
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf685 1.7506787349083617 1.7752730482882175 85.339996 0.12000400000000583
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf686 1.849679349373361 1.8891560469126345 85.585000675 0.12500067499999828
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf687 4.381397003502509 4.461969254428147 84.268999875 0.736500187499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf688 4.381397003502509 4.4411435754655 84.4700005 0.6899995000000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf689 2.7306353987775784 2.7949871691088726 84.528500025 0.6314999750000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf690 2.601885662009287 2.6683696763218396 84.4455007 0.4717489500000127
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf691 4.381397003502509 4.455754661577132 84.542 0.6180000000000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf692 4.381397003502509 4.4538440039153935 84.27099965 0.7335005250000179
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf693 3.231980559490414 3.3004981134594953 84.73400045 0.4259995500000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf694 4.381397003502509 4.446261450372964 84.648499925 0.5115000750000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf695 2.600541424995488 2.635104562730051 85.5895 0.1294999999999959
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf696 2.600541424995488 2.636493287314141 85.60300025 0.14300024999998867
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf697 3.383503301173032 3.4433668574596754 85.56250075 0.10250074999999298
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf698 3.081450937121815 3.14018051130273 85.831000325 0.37100032499999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf699 4.293012793348181 4.3875281337258984 84.712999925 0.4470000749999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf700 2.148196614564553 2.2104367037521446 83.7179994 1.563000900000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf701 2.671398474202566 2.716605017888382 84.130000425 0.944999362499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf702 4.381397003502509 4.46216152634614 84.3324999 0.6412501500000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf703 2.772231409736234 2.8105469028119674 84.94699985 0.21300015000000772
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf704 2.590643106346957 2.6296820886823227 85.657000325 0.19700032499999337
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf705 3.6070940103067093 3.7291789224395084 83.450499725 1.9642504125000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf706 7.1811195948118405 7.379181486155208 83.857000625 1.354499062500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf707 4.536708025136912 4.680612682492814 83.80250075 1.4362488750000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf708 4.536708025136912 4.692686779077412 83.672501175 1.6312482375000172
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf709 2.0356306882595923 2.06745920507609 83.3645002 2.0932497000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf710 4.886227886160049 4.977967352730955 83.43500025 1.9874996250000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf711 3.3545200547432805 3.4139369938019444 83.457499725 1.9537504124999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf712 3.1191346318319217 3.1769376263288653 86.09950025 0.6395002500000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf713 3.1191346318319217 3.1791177378146385 86.115999225 0.6559992249999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf714 7.1811195948118405 7.383197701279328 83.793999475 1.4490007874999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf715 4.293012793348181 4.387781511075691 83.8900007 1.3049989500000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf716 5.074107870778644 5.1707956695026285 83.74299865 1.5255020250000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf717 4.305831523858219 4.40571729884969 84.0415006 1.0777490999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf718 2.654479062503701 2.713378049826424 84.632000575 0.5279994249999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf719 7.1811195948118405 7.36950193867361 83.845000625 1.3724990625000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf720 4.381397003502509 4.46806100464343 84.046999725 1.0695004124999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf721 2.551118457021143 2.601906592153507 84.4030001 0.5354998500000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf722 2.441493293381348 2.480163577327899 85.916499875 0.4564998749999944
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf723 3.1191346318319217 3.172985331597044 85.85699995 0.39699994999999716
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf724 7.1811195948118405 7.380288672693582 83.792000375 1.4519994375000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf725 3.1191346318319217 3.177476542460016 86.111499675 0.6514996749999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf726 2.209965137229931 2.249984477016114 84.557498925 0.6025010750000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf727 4.381397003502509 4.455619529273385 84.9199999 0.2400001000000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf728 2.4889748428159133 2.5475598425757706 85.23000035 0.22999965000000772
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf729 7.1811195948118405 7.372459911807494 83.7469994 1.519500899999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf730 3.0681832616721323 3.1299254422790845 84.8959992 0.2640007999999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf731 3.383503301173032 3.442450164308797 85.665500225 0.20550022499999726
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf732 3.081450937121815 3.140943270997412 85.61300085 0.1530008500000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf733 5.005883321961335 5.113676864418834 83.951999825 1.2120002625000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf734 3.1191346318319217 3.182111182161436 85.405999775 0.054000225000007174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf735 3.386497571938821 3.4504255065519516 85.161500625 0.29849937500000295
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf736 7.1811195948118405 7.378984481402168 84.270000575 0.7349991375000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf737 2.3911715569708387 2.433257786586042 83.781500625 1.4677490624999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf738 2.82984229806238 2.8739853335681858 85.3139999 0.14600010000000624
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf739 3.234496022425097 3.300456402235107 84.4004995 0.539250750000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf740 7.1811195948118405 7.408269155505863 83.575499 1.7767515000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf741 7.1811195948118405 7.357564522200204 84.13149995 0.9427500749999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf742 7.1811195948118405 7.366146681208886 83.76249945 1.496250824999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf743 4.293012793348181 4.382248275498284 83.843999825 1.3740002625000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf744 2.5737324030653497 2.6171449033137777 86.03249995 0.5724999499999968
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf745 7.1811195948118405 7.392064800678369 83.862499775 1.3462503375000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf746 3.233363524611927 3.2985724246840094 85.35899945 0.10100055000000624
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf747 3.386497571938821 3.4478564798480913 85.693498925 0.23349892499999497
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf748 7.1811195948118405 7.368449826478175 83.7594999 1.500750150000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf749 3.383503301173032 3.4452942977549674 85.620500375 0.16050037500000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf750 3.3545200547432805 3.4039056859486188 84.826500525 0.333499475000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf751 4.293012793348181 4.389838129960173 83.8520003 1.3619995500000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf752 7.1811195948118405 7.395329344752231 83.989999425 1.1550008625000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf753 2.4865953700089456 2.532890027435078 84.44999965 0.4650005250000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf754 7.1811195948118405 7.378984481402168 83.844999475 1.372500787500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf755 4.293012793348181 4.38685957742347 84.80849995 0.35150005000000706
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf756 5.005883321961335 5.091109196587803 84.29249985 0.7012502250000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf757 5.0590141831214055 5.161468159904357 83.689999175 1.6050012375000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf758 7.1811195948118405 7.389884465049777 83.828500725 1.397248912500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf759 2.3443297987475815 2.389401264671199 84.93800035 0.22199965000000932
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf760 7.1811195948118405 7.3840296876652625 83.9419998 1.2270003000000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf761 2.7190305416351817 2.7635622134018965 83.616499725 1.715250412500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf762 4.293012793348181 4.389838129960173 84.70049985 0.4595001500000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf763 4.886227886160049 4.982925598471657 83.529500175 1.8457497375000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf764 3.3857791798145485 3.49183275503299 84.0064993 1.1302510500000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf765 4.293012793348181 4.3875281337258984 83.82300065 1.4054990250000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf766 2.3911715569708387 2.433612888059224 83.737999875 1.5330001875000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf767 2.99785338646 3.062026505982493 84.5830006 0.5769993999999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf768 1.9218764888173006 1.963856380507321 84.8885 0.27150000000001173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf769 3.559541740459701 3.6574938555927585 83.5995003 1.7407495500000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf770 7.1811195948118405 7.392064800678369 84.394499275 0.548251087500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf771 7.1811195948118405 7.408269155505863 84.026499275 1.1002510874999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf772 4.305831523858219 4.401067537726774 84.5554991 0.6045008999999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf773 7.1811195948118405 7.344999749185948 84.25650025 0.7552496250000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf774 4.134394327099348 4.224346323516505 85.016500125 0.14349987500001193
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf775 3.022453344942239 3.075030805172434 84.588500025 0.5714999750000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf776 7.514176406899057 7.8101513392828 83.615999425 1.7160008625000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf777 3.4580451884979118 3.587930814364408 83.48200005 1.9169999250000131
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf778 4.129932337746759 4.220189363714527 85.31950015 0.14049985000000903
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf779 5.7201441758520275 5.855535922423833 83.094000975 2.4989985375000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf780 3.457664359604651 3.524503741430271 84.514499575 0.645500425000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf781 7.523607113823384 7.781035628946854 83.713999775 1.5690003375000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf782 3.4587945779873226 3.5380802623720498 84.59950105 0.5604989500000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf783 3.457664359604651 3.5212752858593777 84.54 0.6199999999999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf784 2.84502687904236 2.892125020266722 83.83300055 1.3904991750000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf785 7.1811195948118405 7.3947531254547405 84.034000175 1.0889997375000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf786 6.833027828924494 7.009698391582673 83.06150035 2.5477494750000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf787 2.8817974722953323 2.9705002731502947 84.01500055 1.1174991750000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf788 3.3857791798145485 3.502761264677844 83.44000055 1.9799991750000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf789 4.503177127337518 4.602810384990404 84.200000775 0.8399988374999978
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf790 7.514176406899057 7.760176352937755 83.974501425 1.1782478625000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf791 2.8975899497159228 2.9511971133789525 83.05799955 2.553000675
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf792 2.8319365042694553 2.873864242996705 85.455001425 0.004998574999999061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf793 5.048374517147679 5.165398266491133 82.9944988 2.648251800000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf794 5.7201441758520275 5.8496472275315545 83.0104999 2.624250150000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf795 7.514176406899057 7.806972170626107 83.849500325 1.3657495125000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf796 6.833027828924494 7.024558579868359 83.179499625 2.3707505624999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf797 4.134394327099348 4.230677936564202 84.835999775 0.32400022500000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf798 2.861027339150533 2.948053644376123 83.53999915 1.8300012750000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf799 6.833027828924494 7.005832129482053 83.30599935 2.1810009750000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf800 6.622266272182093 6.7746276697590595 83.05299955 2.5605006750000143
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf801 4.134394327099348 4.228104207020369 84.89399985 0.266000150000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf802 4.129932337746759 4.223966947332833 85.200001375 0.25999862500000576
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf803 2.8471436284515392 2.891973607821458 83.904499675 1.2832504875000126
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf804 11.649972237304898 12.071377821339514 82.86699975 2.839500375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf805 4.129932337746759 4.220759605572399 85.239499525 0.22050047500000575
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf806 7.523607113823384 7.775534573813046 83.799499325 1.4407510125000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf807 7.1811195948118405 7.404464914332955 83.751000675 1.5134989875000073
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf808 7.514176406899057 7.805512834199096 83.893499875 1.2997501875000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf809 1.9700960499927604 2.015308588219717 83.85899975 1.3515003750000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf810 7.523607113823384 7.734974986881003 83.9450001 1.2224998500000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf811 5.074107870778644 5.165258054670065 84.077000975 1.0244985375000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf812 2.644790929408699 2.6929088766548808 84.590000025 0.5699999750000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf813 7.514176406899057 7.799268847146421 83.8474998 1.3687503000000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf814 7.514176406899057 7.7703581078779695 84.022999375 1.105500937500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf815 3.457664359604651 3.5249996218821686 84.5710008 0.588999200000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf816 5.238160529860035 5.376679082125959 83.653000675 1.6604989875000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf817 7.514176406899057 7.764745892626688 83.977000425 1.1744993625000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf818 3.106358937707222 3.1585593514635786 84.7090005 0.4509995000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf819 4.381397003502509 4.453131539571547 84.37249985 0.5812502250000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf820 4.381397003502509 4.4644366995410225 84.40899965 0.5265005250000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf821 4.381397003502509 4.460375507367484 84.460999725 0.6990002750000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf822 4.381397003502509 4.461807231087528 84.4284992 0.4972512000000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf823 4.381397003502509 4.457386654977417 84.582499525 0.5775004750000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf824 3.106358937707222 3.15903725993768 84.7004999 0.4595001000000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf825 3.113064969730077 3.1674111117752037 84.343999825 0.6240002625000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf826 2.600541424995488 2.636493287314141 85.587500225 0.1275002249999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf827 2.0952802937468973 2.1258527922502806 85.6949997 0.23499969999999165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf828 3.231980559490414 3.3130684474241257 84.482500075 0.6774999250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf829 3.113064969730077 3.1559198605033014 84.616500025 0.5434999750000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf830 4.381397003502509 4.46539153195796 84.2965002 0.6952497000000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf831 4.381397003502509 4.455754661577132 84.5810001 0.578999900000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf832 2.7306353987775784 2.799894178691242 84.261000025 0.7484999625000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf833 4.381397003502509 4.455041585869946 84.6624995 0.49750050000000956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf834 3.106358937707222 3.158917769595275 84.6570003 0.502999699999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf835 2.602309890062538 2.642475802614809 85.500000125 0.04000012499999456
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf836 3.113064969730077 3.1578507844025947 84.65950015 0.5004998500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf837 2.600541424995488 2.6401064876899865 85.5304994 0.07049939999999139
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf838 4.381397003502509 4.460853930750258 84.506500075 0.6534999249999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf839 4.381397003502509 4.453197165221924 84.40149955 0.5377506750000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf840 2.581823830215759 2.6171348212078107 84.38950035 0.5557494749999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf841 4.381397003502509 4.459660952019935 84.5390001 0.6209999000000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf842 2.602309890062538 2.6400043030518057 85.676500775 0.2165007749999887
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf843 3.106358937707222 3.1601031596070253 84.6275007 0.5324993000000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf844 1.6082229294280832 1.646442699498765 85.419998 0.04000199999999837
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf845 4.293012793348181 4.394001137430731 84.5234993 0.6365007000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf846 7.1811195948118405 7.386233301118209 83.777499825 1.4737502624999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf847 7.1811195948118405 7.407142013191234 83.9095009 1.2757486500000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf848 7.1811195948118405 7.402180214630784 84.24299925 0.7755011250000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf849 5.074107870778644 5.162833352129622 84.1740002 0.8789997000000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf850 7.1811195948118405 7.373814525977355 83.932 1.2420000000000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf851 5.005883321961335 5.1216597499604015 84.79499985 0.36500015000000874
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf852 7.1811195948118405 7.417408010123914 83.6445001 1.6732498500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf853 7.1811195948118405 7.401163695024527 83.96350045 1.1947493250000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf854 7.1811195948118405 7.3702132934581766 84.11049995 0.9742500750000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf855 3.383503301173032 3.450789560717289 85.319000275 0.14099972500001173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf856 2.7204955306296568 2.770891468229267 83.910500825 1.274248762500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf857 5.074107870778644 5.185397947896837 83.625999475 1.701000787500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf858 7.1811195948118405 7.40387680147927 83.69950015 1.590749774999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf859 2.3348718304211338 2.3688286624191623 84.09450065 0.9982490250000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf860 7.1811195948118405 7.40875751819501 84.301500975 0.6877485375000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf861 7.1811195948118405 7.413155666826164 84.06200025 1.0469996250000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf862 7.1811195948118405 7.384401010706368 84.074000375 1.028999437500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf863 7.1811195948118405 7.363707718437238 84.0149998 1.1175003000000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf864 4.891825968529858 4.9942066723119565 84.10900035 0.9764994750000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf865 7.1811195948118405 7.344999749185948 84.2265001 0.8002498500000144
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf866 2.99785338646 3.065613604494922 85.2805001 0.17949990000000754
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf867 7.1811195948118405 7.417408010123914 84.064000875 1.0439986875000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf868 1.9093160388284371 1.9513382969816908 84.076500575 1.025249137500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf869 4.381397003502509 4.46566679930461 84.115999575 0.9660006375000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf870 7.1811195948118405 7.394981358484661 84.097999925 0.9930001125000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf871 2.308041570703545 2.366668145694347 84.878999625 0.2810003749999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf872 7.1811195948118405 7.403001723570226 84.227499325 0.7987510125000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf873 4.293012793348181 4.389838129960173 83.82450065 1.403249025000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf874 7.1811195948118405 7.407142013191234 84.492499725 0.6675002750000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf875 2.600541424995488 2.633759874459809 85.919500175 0.4595001749999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf876 7.1811195948118405 7.408908196406624 84.42749955 0.4987506750000179
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf877 7.1811195948118405 7.412515893032483 84.06699965 1.0395005250000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf878 7.1811195948118405 7.3980284226254 84.432499275 0.4912510875000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf879 3.081450937121815 3.1370126382532866 85.785500925 0.32550092499998867
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf880 7.1811195948118405 7.382312293196668 84.607499625 0.5525003750000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf881 3.081450937121815 3.1439531709421247 85.37800025 0.08199975000000564
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf882 7.1811195948118405 7.404515084798839 84.611500325 0.5484996750000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf883 7.1811195948118405 7.382548631468559 83.910499925 1.2742501125000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf884 4.381397003502509 4.469838014822731 84.11800005 0.9629999249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf885 7.1811195948118405 7.40387680147927 84.202500325 0.8362495125000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf886 7.1811195948118405 7.41300481580145 84.29650075 0.6952488749999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf887 1.9221759492015136 1.9568188019558599 83.965499075 1.1917513875000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf888 7.1811195948118405 7.395816002857129 84.21499925 0.8175011249999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf889 7.1811195948118405 7.41300481580145 83.801499525 1.4377507125000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf890 7.1811195948118405 7.399363161275421 83.99499935 1.147500975000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf891 7.1811195948118405 7.395764723110566 84.472999575 0.6870004250000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf892 7.1811195948118405 7.400198795112777 84.128499925 0.9472501125000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf893 7.1811195948118405 7.401689493267722 83.60299915 1.7355012750000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf894 7.1811195948118405 7.37076900667258 84.0860001 1.0109998499999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf895 7.1811195948118405 7.37402280369463 84.55099985 0.6090001500000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf896 2.3737932617268656 2.4307566783084105 83.715999125 1.5660013125000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf897 3.234496022425097 3.305427029188575 84.22900075 0.7964988750000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf898 3.386497571938821 3.446906246554538 85.610999925 0.15099992499999643
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf899 7.1811195948118405 7.40875751819501 83.7374994 1.5337509000000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf900 7.1811195948118405 7.384927008183017 83.785500375 1.4617494375000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf901 7.1811195948118405 7.401163695024527 84.460999675 0.6990003250000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf902 4.886227886160049 4.975322913228058 84.3419994 0.6270008999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf903 1.8505738415859385 1.8907835125900025 85.57450055 0.1145005499999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf904 4.305831523858219 4.408947833723886 84.675499325 0.48450067500000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf905 3.234496022425097 3.3072451251665185 84.1864996 0.8602506000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf906 4.381397003502509 4.4616841071844595 83.785001375 1.462497937500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf907 2.99785338646 3.061835600509743 84.4570002 0.4544997000000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf908 4.381397003502509 4.444968396134849 84.529999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf909 7.1811195948118405 7.3916240996031 84.50700015 0.652999850000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf910 3.383503301173032 3.447858039176366 85.515999775 0.05599977499999226
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf911 4.293012793348181 4.394001137430731 83.5610005 1.798499249999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf912 4.381397003502509 4.466462903631736 84.180500175 0.8692497374999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf913 7.523607113823384 7.791844849865794 83.684500775 1.6132488375000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf914 7.1811195948118405 7.3873655746856 83.99950025 1.1407496250000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf915 5.7201441758520275 5.852420044203016 83.33799975 2.133000375000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf916 11.649972237304898 12.174322647728268 82.92599965 2.7510005250000162
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf917 4.134394327099348 4.232277041310799 84.8595009 0.3004991000000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf918 5.044126617004213 5.174431997068269 82.986499725 2.6602504125000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf919 3.383503301173032 3.441783296030892 85.713500825 0.2535008249999919
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf920 2.879672019425024 2.9230381733815847 83.7929987 1.4505019500000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf921 3.4835047301364654 3.5372447821157422 82.96049895 2.6992515750000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf922 7.514176406899057 7.786046908713298 83.6820007 1.6169989500000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf923 2.861027339150533 2.944666298362355 83.695000375 1.597499437499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf924 7.514176406899057 7.764745892626688 83.8964995 1.295250750000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf925 5.038174742380468 5.15977519049274 83.2314995 2.2927507500000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf926 4.134394327099348 4.233871417462263 84.80150085 0.35849915000000865
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf927 3.3857791798145485 3.5003425810944546 83.336999875 2.1345001875000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf928 7.514176406899057 7.784400008010403 83.916500425 1.2652493625000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf929 7.514176406899057 7.827318250896763 83.51249965 1.8712505250000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf930 7.1811195948118405 7.349315837167894 84.235999875 0.7860001875000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf931 11.649972237304898 12.104710852452524 82.9615 2.6977500000000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf932 7.1811195948118405 7.373073290801168 83.89899975 1.2915003750000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf933 7.514176406899057 7.7741879763050425 83.745500275 1.521749587500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf934 3.333781782271544 3.395194303267481 84.2410002 0.7784997000000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf935 11.649972237304898 12.1599811304839 82.856500275 2.855249587500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf936 4.503177127337518 4.601187328303041 84.620499575 0.5395004250000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf937 5.038174742380468 5.147852101374287 83.305499825 2.1817502625000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf938 2.8980724216270755 2.957404441051688 83.313000675 2.170498987500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf939 3.333781782271544 3.3908953969828364 84.61449925 0.5455007500000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf940 3.306365040837141 3.4149126563609604 83.092500525 2.5012492124999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf941 5.7201441758520275 5.847334821678703 82.91350005 2.7697499250000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf942 3.4556711544812053 3.5369628318214867 84.844499225 0.3155007749999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf943 2.2543385913540397 2.2847880569223964 83.23450085 2.2882487250000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf944 2.2556409605476175 2.3118197201463926 83.706999925 1.5795001124999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf945 2.8596625249092695 2.9508192341677595 83.801499775 1.4377503375000131
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf946 7.1811195948118405 7.404515084798839 84.057999775 1.0530003375000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf947 5.7201441758520275 5.859821521243889 83.11199915 2.4720012750000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf948 7.1811195948118405 7.3937152450817045 84.099999525 0.9900007125000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf949 5.074107870778644 5.170788577709323 84.12449885 0.9532517250000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf950 2.5127374818467327 2.584213840104545 84.739500725 0.42049927500000595
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf951 7.523607113823384 7.770810124638777 83.43800025 1.982999625000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf952 5.044126617004213 5.167090002172816 83.22099955 2.3085006750000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf953 1.8505738415859385 1.8904972666988158 85.3160003 0.14399970000000623
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf954 3.113064969730077 3.1663402773106664 84.571500425 0.5884995750000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf955 2.091096954512485 2.1204588836009544 85.2259992 0.23400080000000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf956 3.106358937707222 3.1583076414491495 84.68899955 0.4710004499999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf957 2.600541424995488 2.6401064876899865 85.53949975 0.07949974999999937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf958 3.231980559490414 3.311896879336496 84.621499775 0.5385002250000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf959 2.600541424995488 2.640664772892915 85.440000125 0.019999875000007716
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf960 2.600541424995488 2.636493287314141 85.5850002 0.12500019999999096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf961 4.381397003502509 4.461807231087528 84.41399995 0.519000075000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf962 2.1472802113263727 2.189114239857618 85.238499825 0.2215001749999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf963 3.106358937707222 3.158917769595275 84.66099955 0.4990004500000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf964 4.381397003502509 4.458338473794208 84.44199985 0.4770002250000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf965 3.106358937707222 3.1572429524846486 84.76400015 0.39599985000000404
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf966 2.7306353987775784 2.8004242592424693 84.27050005 0.7342499250000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf967 2.0950052641635417 2.141756021413123 84.79199985 0.36800015000000885
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf968 2.2235096869670703 2.2697652441621075 84.387500975 0.5587485375000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf969 4.381397003502509 4.460375507367484 84.443000275 0.47549958750000343
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf970 2.602309890062538 2.6391062885589993 85.5029995 0.04299949999999625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf971 3.113064969730077 3.1611101595109847 84.367001075 0.5894983875000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf972 4.381397003502509 4.450072063752504 84.583499675 0.5765003250000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf973 3.106358937707222 3.152065334619993 84.920999525 0.23900047500000599
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf974 2.581823830215759 2.6171348212078107 84.410500025 0.5242499625000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf975 3.106358937707222 3.1593957865452498 84.518499575 0.6415004249999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf976 4.381397003502509 4.458606011485265 84.362999925 0.5955001125000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf977 2.600541424995488 2.6398561280538653 85.587499775 0.1274997749999926
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf978 2.583385936085173 2.6188283276934734 84.61800015 0.5419998500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf979 2.094133671865248 2.1245585325532823 85.799500125 0.33950012499998933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf980 1.9147865844003307 1.9547391670089227 85.204999775 0.2550002250000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf981 2.0922402524492543 2.1221487864980166 85.313998025 0.1460019750000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf982 2.148485788188066 2.1909153907490384 85.109500725 0.0504992750000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf983 4.381397003502509 4.455754661577132 84.5195002 0.6404998000000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf984 1.788343168255854 1.8177798053744727 84.220001 0.8099985000000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf985 2.601885662009287 2.6704201905525973 84.275000025 0.727499962500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf986 4.381397003502509 4.454827285366996 84.408999825 0.526500262500015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf987 1.5788757737515509 1.6106307382779534 85.540001 0.0800009999999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf988 2.7306353987775784 2.7980387271416607 84.273999025 0.7290014625000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf989 2.601885662009287 2.666459803394119 84.59349955 0.5665004500000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf990 3.081450937121815 3.1439531709421247 85.404500225 0.05549977499999842
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf991 7.1811195948118405 7.40387680147927 83.647499625 1.6687505625000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf992 5.056717894882865 5.159208012466113 83.4234997 2.0047504500000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf993 7.1811195948118405 7.392064800678369 83.8705004 1.3342494000000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf994 7.1811195948118405 7.367712439118393 84.88300015 0.27699985000000427
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf995 7.1811195948118405 7.405189807531906 83.691000175 1.6034997375000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf996 3.081450937121815 3.1439531709421247 85.6950002 0.2350001999999904
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf997 7.1811195948118405 7.405928688496908 84.159999825 0.9000002625000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf998 7.1811195948118405 7.384401010706368 84.0690004 1.036499400000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf999 7.1811195948118405 7.392063038646748 83.5935001 1.7497498500000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1000 7.1811195948118405 7.357958008575258 84.706499675 0.4535003250000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1001 4.886227886160049 4.988051344822374 84.19900035 0.8414994749999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1002 7.1811195948118405 7.395124727777214 84.13349915 0.939751274999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1003 7.1811195948118405 7.383617661198976 84.69500005 0.4649999500000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1004 2.7724398228692517 2.812173376205482 84.9455009 0.21449910000000616
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1005 7.1811195948118405 7.383617661198976 84.090499975 1.0042500375000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1006 7.1811195948118405 7.344999749185948 84.25799995 0.7530000750000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1007 3.081450937121815 3.1430739263592646 85.331499925 0.12850007500000232
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1008 7.1811195948118405 7.386765923576994 84.472500425 0.6874995749999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1009 2.99785338646 3.0663663754600248 84.1065001 0.9802498499999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1010 5.074107870778644 5.183006599298032 83.5660006 1.7909991000000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1011 2.569146993368045 2.6129453306840826 85.183000025 0.2769999750000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1012 3.3857791798145485 3.5024337883641654 84.42499865 0.5025020249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1013 7.1811195948118405 7.405189807531906 84.20349975 0.8347503749999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1014 2.773759053452881 2.8490550646834243 84.152999325 0.9105010125000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1015 7.1811195948118405 7.397308157167417 84.198500425 0.8422493624999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1016 4.305831523858219 4.403390565122918 84.621499975 0.538500024999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1017 7.1811195948118405 7.413155666826164 84.08950015 1.0057497749999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1018 7.1811195948118405 7.41300481580145 84.322499275 0.65625108750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1019 3.386497571938821 3.454311478495379 85.40350105 0.056498950000002435
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1020 7.1811195948118405 7.414471966267911 84.1174996 0.9637506000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1021 7.1811195948118405 7.388770280259849 83.950000025 1.2149999625000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1022 1.9611998176447083 2.00326535458928 84.51899985 0.641000150000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1023 7.1811195948118405 7.40387680147927 84.159999475 0.900000787499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1024 7.1811195948118405 7.417408010123914 83.6000002 1.7399997000000127
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1025 1.8992695538343622 1.9427035635163954 84.4380006 0.4829991000000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1026 7.1811195948118405 7.395844568082382 84.37299955 0.5805006750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1027 4.293012793348181 4.394800840052364 84.536999725 0.623000275000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1028 7.1811195948118405 7.3909523167893365 84.17350025 0.8797496250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1029 3.386497571938821 3.4526135928497936 85.508500075 0.04850007499999548
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1030 2.8244252476491902 2.8636764236652814 84.002999975 1.135500037500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1031 4.891825968529858 4.99006195137509 83.732499825 1.5412502625000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1032 7.1811195948118405 7.383854083060025 84.404000025 0.5339999625000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1033 7.1811195948118405 7.408908196406624 84.49599915 0.6640008500000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1034 3.408243128904769 3.458582784666746 83.805999775 1.4310003375000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1035 7.1811195948118405 7.417408010123914 84.063499725 1.044750412500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1036 2.8265114408697123 2.8632007301432596 84.255000275 0.757499587500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1037 7.1811195948118405 7.3858568596175775 83.9215 1.2577500000000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1038 7.1811195948118405 7.393225645395964 84.553499025 0.6065009750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1039 7.1811195948118405 7.406147610982983 83.76300065 1.495499025000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1040 7.1811195948118405 7.397308157167417 83.67400035 1.6289994750000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1041 7.1811195948118405 7.406147610982983 84.3159998 0.6660003000000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1042 7.1811195948118405 7.3909523167893365 83.69750025 1.593749625000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1043 7.1811195948118405 7.396717957114815 84.574500575 0.5854994250000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1044 2.99785338646 3.060102500589052 85.681999675 0.221999674999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1045 4.293012793348181 4.377787807078895 84.83500035 0.32499965000000375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1046 7.1811195948118405 7.380186417772837 83.579999525 1.7700007125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1047 7.1811195948118405 7.408118503285772 84.190999575 0.853500637499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1048 2.6558796542464993 2.75025766258689 83.7610006 1.4984991000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1049 7.1811195948118405 7.401908165196902 84.326499375 0.6502509375000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1050 4.381397003502509 4.469838014822731 84.084000775 1.0139988374999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1051 3.6070940103067093 3.7204791565354083 83.7834995 1.4647507500000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1052 4.305831523858219 4.408947833723886 84.698999775 0.4610002250000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1053 2.99785338646 3.0629258282263625 84.3539997 0.6090004500000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1054 3.386497571938821 3.4490405676197446 85.49199935 0.031999349999995264
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1055 4.536708025136912 4.687491418368767 83.722501 1.5562485000000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1056 4.129932337746759 4.220984248404456 84.7879989 0.3720011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1057 7.510933748563059 7.757991424679312 82.839501025 2.8807484625000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1058 7.510933748563059 7.736254279948743 82.899499925 2.7907501125000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1059 7.1811195948118405 7.401908165196902 83.758500025 1.5022499625000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1060 5.7201441758520275 5.852216179902551 83.2039997 2.334000450000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1061 5.7201441758520275 5.827926529928734 83.256499825 2.255250262499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1062 2.2534407011666406 2.284483149555386 83.709500275 1.5757495875000131
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1063 7.523607113823384 7.778763595573974 83.797000425 1.444499362500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1064 4.134394327099348 4.231492254517555 84.951499925 0.208500075000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1065 2.602309890062538 2.642475802614809 85.541500325 0.0815003249999961
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1066 2.859705047327396 2.911622006650981 83.054500675 2.558248987500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1067 7.1811195948118405 7.402546109117311 84.1305011 0.9442483500000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1068 3.3070501247062665 3.3682829663618254 84.48900035 0.6709996500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1069 7.514176406899057 7.764745892626688 83.927499375 1.248750937500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1070 7.514176406899057 7.732735422952618 84.0855007 1.0117489500000119
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1071 2.645958306313078 2.690200101589851 83.9939995 1.1490007500000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1072 3.460041134002901 3.585006401425936 83.29949975 2.1907503750000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1073 5.005883321961335 5.103992372881362 84.0904995 1.004250749999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1074 5.005883321961335 5.093758247540269 84.032000125 1.0919998125000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1075 7.523607113823384 7.767179487453428 83.177500175 2.373749737499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1076 6.833027828924494 7.023065908947435 82.949500075 2.715749887500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1077 6.833027828924494 7.030676029223814 83.34050005 2.1292499250000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1078 7.523607113823384 7.77068681886584 83.710001025 1.5749984625000124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1079 7.523607113823384 7.778619835002602 83.673999975 1.6290000375000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1080 7.523607113823384 7.784974780270286 83.7225004 1.5562494000000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1081 3.383503301173032 3.445104798088857 85.8445007 0.3845006999999924
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1082 7.523607113823384 7.768226461047711 83.860500775 1.3492488374999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1083 4.727761345555891 4.824385067844398 82.866000325 2.840999512500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1084 5.0424126195108725 5.134132373777505 82.98349935 2.664750975000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1085 7.523607113823384 7.775645216513917 83.43900085 1.9814987250000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1086 7.523607113823384 7.742835217988269 83.82750075 1.3987488750000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1087 11.649972237304898 12.143833701666786 82.779999175 2.970001237500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1088 3.2516358293945244 3.3052440989289966 85.023499225 0.13650077500001034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1089 3.3070501247062665 3.370552315108942 84.471500375 0.6884996250000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1090 4.129932337746759 4.224778683634269 85.153500175 0.006499825000000237
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1091 7.1811195948118405 7.355799488397359 84.19550035 0.8467494750000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1092 5.7201441758520275 5.84070808791559 83.019999925 2.6100001125000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1093 5.042665207293736 5.132522306358899 82.817999575 2.913000637500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1094 7.1811195948118405 7.378984481402168 83.7584997 1.5022504500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1095 2.602309890062538 2.6418267922261554 85.383500175 0.07649982500001046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1096 4.381397003502509 4.45781270527783 84.316499925 0.6652501125000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1097 3.231980559490414 3.308294514395515 84.5500002 0.6099998000000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1098 2.602309890062538 2.6391062885589993 85.577000575 0.11700057499999444
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1099 4.381397003502509 4.448021159464741 84.7215004 0.43849960000000865
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1100 2.602309890062538 2.6427266594123844 85.438500075 0.02149992500001191
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1101 2.600541424995488 2.6401064876899865 85.4419999 0.018000100000006125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1102 4.381397003502509 4.458338473794208 84.4759992 0.6840008000000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1103 2.600541424995488 2.636493287314141 85.649500525 0.18950052499998832
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1104 4.381397003502509 4.451473874590081 84.664999575 0.4950004250000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1105 2.581823830215759 2.6171348212078107 84.4165005 0.5152492500000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1106 4.381397003502509 4.455041585869946 84.6055004 0.5544996000000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1107 2.223819493607762 2.2506966938467614 84.86900085 0.290999149999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1108 1.9147865844003307 1.9540730972832028 85.24100055 0.2189994500000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1109 4.381397003502509 4.46539153195796 84.338999775 0.6315003375000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1110 3.231980559490414 3.3130684474241257 84.4300004 0.49499940000001175
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1111 2.601885662009287 2.6683696763218396 84.431499375 0.49275093750000565
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1112 3.231980559490414 3.3030327818892817 84.67300035 0.4869996500000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1113 1.60889908830256 1.6474613329079237 85.379997 0.0800030000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1114 4.381397003502509 4.4644366995410225 84.40549945 0.5317508250000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1115 2.600541424995488 2.639486447390341 85.49099965 0.0309996500000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1116 2.4101645710137762 2.4452872877475005 84.98050025 0.1794997499999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1117 3.106358937707222 3.152065334619993 84.85250035 0.30749965000000545
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1118 4.381397003502509 4.44540450760709 84.340000375 0.629999437500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1119 4.381397003502509 4.4454725305560485 84.60249935 0.5575006500000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1120 2.602309890062538 2.64266451892968 85.236000225 0.22399977500000717
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1121 4.381397003502509 4.450072063752504 84.53899935 0.6210006500000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1122 4.381397003502509 4.453988829383629 84.46 0.45000000000001705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1123 1.8505738415859385 1.8904972666988158 85.3374998 0.12250020000000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1124 3.106358937707222 3.160461928212098 84.53899995 0.6210000500000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1125 3.113064969730077 3.1598453532599446 84.70149975 0.4585002500000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1126 2.091096954512485 2.121429744540017 85.076000025 0.08399997500000611
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1127 4.381397003502509 4.454321027100734 84.309000375 0.6764994375000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1128 4.381397003502509 4.449236674200001 84.2914997 0.7027504500000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1129 4.381397003502509 4.455754661577132 84.5414993 0.618500700000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1130 2.602309890062538 2.6401820233348707 85.414500225 0.045499775000007514
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1131 2.091096954512485 2.1204588836009544 85.206000475 0.25399952500000894
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1132 4.381397003502509 4.460375507367484 84.415499925 0.5167501124999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1133 4.381397003502509 4.441525761475459 84.520499675 0.6395003250000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1134 2.1472802113263727 2.186613004222746 85.2094993 0.25050070000000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1135 2.2246681944410023 2.2710389210177317 84.300499575 0.6892506375000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1136 3.113064969730077 3.1674111117752037 84.443 0.4755000000000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1137 4.381397003502509 4.453197165221924 84.363999875 0.5940001875000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1138 7.1811195948118405 7.405189807531906 83.727999825 1.548000262500011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1139 7.1811195948118405 7.357959754385287 84.2445007 0.7732489500000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1140 5.005883321961335 5.123761209369795 83.736000425 1.5359993625000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1141 4.381397003502509 4.453988829383629 84.9799994 0.18000060000000817
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1142 7.1811195948118405 7.372545576830512 84.948000175 0.21199982500000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1143 4.381397003502509 4.449711433079372 84.58100025 0.5789997500000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1144 5.074107870778644 5.1540845944868146 84.114499475 0.9682507875000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1145 7.1811195948118405 7.387986003528714 84.447499875 0.4687501874999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1146 3.386497571938821 3.4523281419644998 85.3645004 0.09549960000000796
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1147 3.383503301173032 3.4455785866103157 85.755499775 0.29549977499999897
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1148 7.1811195948118405 7.3915371523976425 84.51249985 0.6475001500000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1149 4.886227886160049 4.968981257970739 84.0304993 1.094251050000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1150 7.1811195948118405 7.344999749185948 84.2284994 0.7972509000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1151 7.1811195948118405 7.408606843664055 84.3365008 0.6352488000000136
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1152 7.1811195948118405 7.357959754385287 85.00750055 0.15249945000000198
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1153 7.1811195948118405 7.401692718639772 84.06299915 1.0455012750000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1154 7.1811195948118405 7.369662925401221 84.767499175 0.3925008250000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1155 4.886227886160049 4.984511758525911 84.136499825 0.9352502625000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1156 3.106358937707222 3.160461928212098 84.498500825 0.6614991750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1157 7.1811195948118405 7.354913796671972 84.886999325 0.27300067500000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1158 7.1811195948118405 7.403220473043218 84.243999925 0.774000112500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1159 5.0590141831214055 5.1679629825492315 83.5110002 1.8734997000000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1160 4.886227886160049 4.962566643342675 84.800000225 0.359999775
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1161 2.3443297987475815 2.3895173396282274 84.9034996 0.2565004000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1162 7.1811195948118405 7.390754683042951 84.059999225 1.0500011625000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1163 7.1811195948118405 7.40387680147927 83.75349945 1.5097508249999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1164 7.1811195948118405 7.378222311489907 84.588999025 0.5710009749999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1165 2.772231409736234 2.812689899523278 85.0210006 0.13899940000001154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1166 4.381397003502509 4.469838014822731 84.07499965 1.0275005250000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1167 2.99785338646 3.064051405662531 85.396500425 0.06349957500000586
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1168 4.891825968529858 4.990658347931264 83.959000575 1.2014991375000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1169 2.042187702712181 2.0973190050332393 84.7609998 0.3990002000000118
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1170 7.1811195948118405 7.407393039069357 84.030000525 1.0949992124999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1171 7.1811195948118405 7.403726325402646 84.252499175 0.7612512375000122
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1172 4.891825968529858 4.99006195137509 83.9520012 1.2119982000000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1173 2.99785338646 3.064051405662531 84.43649945 0.4852508250000085
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1174 7.1811195948118405 7.409583720042049 84.062499425 1.0462508625000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1175 4.293012793348181 4.3909892222071365 83.47000045 1.9349993250000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1176 7.1811195948118405 7.3858568596175775 83.86149985 1.3477502250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1177 3.386497571938821 3.454630017914978 85.15999925 7.500000066551493e-07
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1178 4.891825968529858 4.9744968995203305 84.16750005 0.8887499250000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1179 7.1811195948118405 7.39337362021407 84.36899985 0.586500225000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1180 4.381397003502509 4.466462903631736 84.061999775 1.0470003375000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1181 7.1811195948118405 7.355799488397359 84.300998875 0.6885016875000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1182 2.99785338646 3.062026505982493 85.63949985 0.17949985000000196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1183 7.1811195948118405 7.347090895787884 84.0994999 0.9907501500000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1184 7.1811195948118405 7.367712439118393 84.872500425 0.2874995750000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1185 7.1811195948118405 7.405189807531906 84.19599995 0.8460000750000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1186 5.005883321961335 5.091109196587803 84.318999525 0.6615007125000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1187 2.441493293381348 2.480384561899508 85.858501025 0.39850102499999024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1188 7.1811195948118405 7.414471966267911 84.07850005 1.0222499250000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1189 7.1811195948118405 7.344999749185948 84.929499375 0.23050062499999913
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1190 7.1811195948118405 7.369662925401221 84.15650035 0.9052494750000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1191 7.1811195948118405 7.356857511467126 84.109999875 0.975000187500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1192 7.1811195948118405 7.332279826588211 84.228999825 0.7965002625000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1193 3.234496022425097 3.307147805562529 83.93299965 1.2405005250000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1194 7.1811195948118405 7.395329344752231 83.9950004 1.1474994000000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1195 7.1811195948118405 7.40387680147927 84.21699965 0.8145005249999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1196 7.1811195948118405 7.39644138266899 83.913500275 1.2697495875000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1197 3.6070940103067093 3.7204791565354083 83.822999425 1.4055008624999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1198 7.1811195948118405 7.383854083060025 84.446500575 0.4702491375000051
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1199 3.386497571938821 3.4471684929520436 85.370500225 0.08949977500000444
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1200 7.1811195948118405 7.401689493267722 84.15549925 0.9067511249999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1201 2.5971776924712597 2.636193871482371 85.467500325 0.0075003249999980315
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1202 3.4580451884979118 3.5838909281627354 83.691500675 1.6027489875000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1203 11.649972237304898 12.131012790617726 82.904999725 2.7825004125000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1204 6.612011292741652 6.754815622025202 82.8145004 2.9182494000000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1205 3.4580451884979118 3.5841985507309495 83.692000175 1.6019997375000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1206 5.044126617004213 5.151422116698149 83.400999475 2.0385007874999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1207 3.4587945779873226 3.533628765177842 84.58200015 0.5779998500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1208 5.044126617004213 5.164528558882262 83.4039996 2.034000599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1209 7.514176406899057 7.764745892626688 83.895500925 1.2967486125000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1210 7.514176406899057 7.770640628686224 83.9574997 1.2037504500000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1211 4.129932337746759 4.225555067327747 85.1849999 0.2750001000000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1212 7.514176406899057 7.820782078539681 83.6874994 1.6087509000000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1213 7.1811195948118405 7.370963823425097 84.1684996 0.8872506000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1214 7.514176406899057 7.780019514924848 83.836500375 1.3852494375000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1215 2.602309890062538 2.6427266594123844 85.452999475 0.00700052500000653
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1216 5.238160529860035 5.366652858078693 83.6710012 1.6334981999999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1217 5.169939529440331 5.2929566504685495 83.6889996 1.606500600000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1218 2.3022411210682114 2.335752906474737 83.543500275 1.8247495875000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1219 4.134394327099348 4.223572779497354 84.6829998 0.47700020000000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1220 4.129932337746759 4.227150301021385 85.096499475 0.06350052500000347
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1221 7.514176406899057 7.809162198706851 83.7640008 1.4939988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1222 4.503177127337518 4.600292879121692 84.50499995 0.6550000500000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1223 6.622266272182093 6.785315369690875 83.013000225 2.620499662500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1224 5.238160529860035 5.368960216651047 83.464500725 1.9432489125000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1225 5.048374517147679 5.156263857447248 83.103500175 2.4847497375000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1226 7.514176406899057 7.75691190472841 84.113999175 0.9690012375000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1227 7.514176406899057 7.771761181593299 83.86949975 1.3357503750000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1228 7.514176406899057 7.750314688599409 83.912500025 1.2712499625000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1229 2.5110886253647045 2.5827535286819816 84.850498825 0.3095011750000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1230 7.514176406899057 7.780461438181108 83.901999775 1.287000337500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1231 2.860174984413286 2.9179696304614517 83.7880003 1.457999550000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1232 7.514176406899057 7.779011995166621 83.8934997 1.2997504499999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1233 5.238160529860035 5.364091450359862 83.78649965 1.4602505250000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1234 5.038174742380468 5.144873409545508 83.39149895 2.052751575000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1235 7.523607113823384 7.778923843463177 83.6475006 1.6687491000000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1236 7.1811195948118405 7.407142013191234 83.9230005 1.2554992500000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1237 7.514176406899057 7.765971813144075 83.865999325 1.3410010125000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1238 7.514176406899057 7.794561656403064 83.8415007 1.3777489500000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1239 2.600541424995488 2.6398561280538653 85.5619991 0.10199909999998907
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1240 2.1472802113263727 2.186613004222746 85.200000025 0.2599999750000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1241 2.0922402524492543 2.1221487864980166 85.3334991 0.12650090000000774
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1242 2.583385936085173 2.619560807798433 84.559500325 0.6004996750000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1243 1.9138289556104853 1.954129079950383 85.2654997 0.19450029999999857
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1244 2.1776801565521477 2.2287620339475875 84.213499675 0.8197504875000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1245 4.381397003502509 4.455041585869946 84.619999825 0.5400001750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1246 2.148196614564553 2.2099151320772332 84.7954997 0.36450030000001166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1247 2.600541424995488 2.636493287314141 85.617999425 0.15799942499998848
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1248 3.113064969730077 3.1663402773106664 84.6404995 0.5195005000000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1249 2.224978324023251 2.250966909885587 85.132 0.028000000000000136
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1250 2.1472802113263727 2.189114239857618 85.2194998 0.240500200000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1251 2.7306353987775784 2.7986821909499118 84.41350025 0.51974962500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1252 1.8505738415859385 1.8897262328140743 85.483500225 0.0235002249999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1253 4.381397003502509 4.46539153195796 84.378500175 0.5722497375000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1254 4.381397003502509 4.4651527862323865 84.35549885 0.6067517250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1255 4.381397003502509 4.44229032998505 84.409499925 0.525750112499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1256 3.231980559490414 3.311896879336496 84.656499375 0.5035006250000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1257 3.113064969730077 3.1674111117752037 84.3340002 0.6389996999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1258 3.113064969730077 3.1654484682714816 84.448000275 0.46799958750001025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1259 2.7306353987775784 2.8000486897082872 84.3744995 0.5782507500000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1260 3.231980559490414 3.3130684474241257 84.460999525 0.6990004749999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1261 4.381397003502509 4.460853930750258 84.596000075 0.5639999249999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1262 4.381397003502509 4.448525683009814 84.447499975 0.46875003750000843
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1263 3.106358937707222 3.1593957865452498 84.63200015 0.527999850000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1264 3.113064969730077 3.1661185436656267 84.229999375 0.7950009374999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1265 2.602309890062538 2.642475802614809 85.5640009 0.10400089999999124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1266 2.091096954512485 2.1212680904036585 85.1404991 0.019500900000005594
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1267 2.600541424995488 2.6389582143464496 85.543500475 0.08350047499999674
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1268 2.094133671865248 2.1245585325532823 85.79849995 0.33849994999998784
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1269 2.224978324023251 2.25361762830952 85.329499975 0.13050002500000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1270 2.148485788188066 2.190296875488722 85.187499975 0.27250002500001075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1271 2.148485788188066 2.1904883733260454 85.132500875 0.027499124999999958
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1272 2.601885662009287 2.668400553126098 84.273499475 0.7297507875000164
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1273 4.381397003502509 4.461807231087528 84.3639995 0.5940007499999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1274 3.106358937707222 3.1526429499443656 84.8505002 0.3094998000000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1275 1.8403107341456848 1.8631891911653973 84.779999 0.3800010000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1276 4.381397003502509 4.459660952019935 84.550499525 0.6095004749999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1277 2.583385936085173 2.616856249710338 84.65950045 0.5004995500000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1278 1.6514144295806847 1.682665181142793 85.040001 0.11999900000000141
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1279 3.231980559490414 3.3116542917133294 84.386499625 0.5602505625000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1280 4.381397003502509 4.466107925013064 84.26000005 0.7499999250000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1281 3.106358937707222 3.1601031596070253 84.58749985 0.5725001500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1282 4.381397003502509 4.455754661577132 84.516499525 0.6435004750000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1283 4.891825968529858 4.981446847377503 83.832 1.3920000000000172
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1284 3.386497571938821 3.453674575852161 85.42550045 0.034499550000003876
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1285 2.5109280825763047 2.5512653037967365 85.851500975 0.3915009749999882
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1286 4.381397003502509 4.466107925013064 84.207999775 0.8280003375000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1287 4.293012793348181 4.391940616912602 84.564999925 0.5950000750000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1288 7.1811195948118405 7.379534282575646 84.1924997 0.8512504500000091
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1289 2.99785338646 3.0648869885734413 85.403499775 0.0565002250000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1290 7.1811195948118405 7.40875751819501 84.242999675 0.7755004875000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1291 5.005883321961335 5.1216597499604015 84.7849997 0.37500030000000495
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1292 5.005883321961335 5.118860482890499 85.023499825 0.13650017500000333
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1293 2.99785338646 3.0614504402962863 84.66499995 0.49500005000001013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1294 3.6070940103067093 3.725363986050293 83.666500625 1.6402490625000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1295 7.1811195948118405 7.3980284226254 84.495499775 0.6645002250000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1296 2.3405247716707067 2.3865072406584336 83.68499965 1.6125005250000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1297 4.293012793348181 4.394463558253571 83.568000225 1.787999662499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1298 3.386497571938821 3.4533889495099066 85.570000275 0.11000027499999304
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1299 2.600541424995488 2.639208403690131 85.806501225 0.3465012250000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1300 5.056717894882865 5.154948509865496 83.6190004 1.711499400000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1301 4.293012793348181 4.375928767244729 83.756499825 1.5052502624999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1302 2.99785338646 3.0648869885734413 84.3659999 0.5910001499999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1303 7.1811195948118405 7.344999749185948 84.19999905 0.8400014250000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1304 7.1811195948118405 7.408100324194354 84.416499575 0.515250637500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1305 3.405524755093124 3.4556296781701135 84.07849965 1.0222505250000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1306 7.1811195948118405 7.37365972341749 84.0539999 1.059000150000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1307 4.305831523858219 4.385226498206521 85.098000725 0.061999274999999465
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1308 7.1811195948118405 7.402901429218182 84.530999025 0.6290009750000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1309 2.1806485535304354 2.2353827247291833 84.9864991 0.17350090000000196
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1310 3.386497571938821 3.4505745188174473 85.404999825 0.055000175000000706
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1311 7.1811195948118405 7.404214089317234 84.538499825 0.6215001750000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1312 2.554950964051187 2.599463669621666 84.10400025 0.9839996250000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1313 2.6689565651352716 2.715274792372377 84.91949895 0.24050105000000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1314 3.774531583520736 3.8359749911300973 84.015999925 1.1160001125000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1315 7.1811195948118405 7.410072256067877 83.800500825 1.4392487625000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1316 7.1811195948118405 7.369606462974858 83.729001 1.5464985000000127
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1317 4.305831523858219 4.402861783700776 84.704999725 0.45500027500001183
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1318 7.1811195948118405 7.367344438671538 83.56849895 1.787251574999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1319 3.8732988035961213 3.9337988580595975 83.71000045 1.5749993250000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1320 7.1811195948118405 7.3787328007915844 84.1159999 0.9660001499999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1321 4.891825968529858 4.976643548365307 83.826499775 1.4002503375000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1322 7.1811195948118405 7.391092537910188 84.7080003 0.45199970000001033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1323 7.1811195948118405 7.399339355006627 84.40399915 0.5340012750000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1324 4.381397003502509 4.466107925013064 84.614998875 0.5450011250000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1325 2.7704326562617076 2.8133363304822985 85.34999965 0.11000035000000424
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1326 2.99785338646 3.0651119624844494 84.3649993 0.592501050000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1327 5.005883321961335 5.118860482890499 84.12200105 0.9569984250000161
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1328 7.1811195948118405 7.410072256067877 84.27650015 0.7252497750000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1329 7.1811195948118405 7.392401013145485 84.7355007 0.42449930000000224
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1330 2.8314341129397818 2.910326010244203 83.790999225 1.453501162500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1331 5.074107870778644 5.185397947896837 83.6294996 1.6957506000000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1332 4.891825968529858 4.992875459815392 84.027500375 1.098749437500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1333 3.774531583520736 3.8311431695903844 84.89100015 0.2689998500000087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1334 4.305831523858219 4.4058367272336065 84.971499875 0.1885001249999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1335 3.559541740459701 3.6574938555927585 83.92849995 1.2472500750000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1336 7.1811195948118405 7.402901429218182 83.95100085 1.213498725000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1337 3.081450937121815 3.1372810636634223 85.747499675 0.2874996749999951
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1338 3.6070940103067093 3.730696082619441 83.47799915 1.9230012750000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1339 7.1811195948118405 7.344040452377414 83.8855 1.3117500000000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1340 7.1811195948118405 7.404214089317234 83.982999525 1.1655007125000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1341 3.386497571938821 3.4507106428774983 85.217000375 0.24299962500000732
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1342 3.233363524611927 3.304508700617921 85.022499625 0.13750037500001044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1343 3.081450937121815 3.143425565348154 85.420500025 0.039499975000009624
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1344 1.8548606296097034 1.89437406898321 84.532000175 0.627999825000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1345 5.0590141831214055 5.184285991576813 83.51199985 1.872000225000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1346 2.0806398390156957 2.132958112364042 85.57499995 0.11499995000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1347 7.1811195948118405 7.363311665396839 84.558000875 0.6019991250000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1348 4.886227886160049 4.977616058471301 83.872500175 1.3312497375000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1349 3.383503301173032 3.448142751301451 85.709999775 0.24999977499999487
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1350 4.891825968529858 4.991544955691415 84.014000875 1.1189986875000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1351 2.808495330326162 2.8553482848718974 84.84999985 0.3100001500000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1352 7.1811195948118405 7.367858965850579 84.3344996 0.6382506000000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1353 7.523607113823384 7.705477942199841 83.9290011 1.2464983500000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1354 5.048374517147679 5.156989103336143 83.0205 2.60925000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1355 5.005883321961335 5.10115737835409 84.52299915 0.6370008500000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1356 3.3857791798145485 3.4903710226102125 83.95850035 1.2022494750000163
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1357 4.134394327099348 4.2306064982694185 84.7270005 0.43299950000000254
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1358 7.514176406899057 7.8240488010119424 83.55850015 1.802249775000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1359 5.242741674634328 5.360568423339238 83.344000625 2.1239990624999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1360 3.460041134002901 3.5807794771223875 83.290500225 2.204249662500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1361 3.774531583520736 3.8311431695903844 83.747999425 1.5180008625000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1362 7.1811195948118405 7.401539106086577 83.670500575 1.6342491374999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1363 7.523607113823384 7.759077909612765 83.745500575 1.5217491375000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1364 7.514176406899057 7.7954346340684015 83.4800001 1.9199998500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1365 7.523607113823384 7.761962489648078 83.62699875 1.69950187500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1366 5.7201441758520275 5.833758973987518 82.977500375 2.6737494374999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1367 7.514176406899057 7.764745892626688 83.86299955 1.345500675000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1368 2.8471436284515392 2.897900094257007 83.72449995 1.5532500750000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1369 3.4580451884979118 3.5856464937257178 83.733000325 1.5404995124999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1370 2.601885662009287 2.668540891724393 84.432000225 0.4919996625000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1371 1.9761023207811608 2.0212420809366898 83.7459999 1.521000150000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1372 6.833027828924494 7.018588243959164 82.9179996 2.763000600000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1373 7.523607113823384 7.740308465348054 83.8785009 1.3222486499999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1374 3.3857791798145485 3.500684218407456 83.65300025 1.660499625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1375 7.523607113823384 7.733129590078257 83.9105015 1.274247750000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1376 7.523607113823384 7.726570596886315 83.755000275 1.507499587500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1377 3.460041134002901 3.579774627704408 83.42750075 1.9987488750000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1378 2.5127374818467327 2.585636255857682 84.53850085 0.6214991499999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1379 7.523607113823384 7.7583913092180845 83.794000075 1.4489998875000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1380 4.891825968529858 4.973509411021346 84.18250045 0.8662493249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1381 5.7201441758520275 5.851596602532844 83.12999975 2.4450003750000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1382 4.162788941598085 4.233937002388687 83.0440008 2.5739987999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1383 4.506562458647627 4.595422498578466 83.959999875 1.2000001875000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1384 5.0424126195108725 5.14281347002418 83.069499225 2.5357511625000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1385 2.823403207902452 2.9024981226237965 82.832000175 2.891999737500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1386 2.8471436284515392 2.8972507985522595 83.85299985 1.3605002250000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1387 4.129932337746759 4.223468513308948 85.040499675 0.11950032499999852
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1388 11.649972237304898 12.131012790617726 82.975999675 2.676000487500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1389 3.4556711544812053 3.5255811713562735 85.170500525 0.2894994750000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1390 5.238160529860035 5.369664440237907 83.36350095 2.094748575000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1391 3.45498518551075 3.5225896018520073 84.39700035 0.5444994750000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1392 7.1811195948118405 7.34748326266046 84.02500015 1.1024997750000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1393 4.134394327099348 4.228273478701738 84.999999975 0.16000002500001076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1394 7.523607113823384 7.7400878377197655 83.86299945 1.345500825000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1395 7.510933748563059 7.719652403424708 82.968000025 2.6879999625000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1396 5.242741674634328 5.3657429999567805 83.251499825 2.2627502625000133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1397 7.1811195948118405 7.354634274561878 84.375999825 0.5760002625000169
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1398 7.523607113823384 7.764367946578663 83.679000575 1.6214991375000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1399 7.514176406899057 7.808734803489412 83.734499825 1.5382502625000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1400 2.895397554594849 2.946193864185733 83.661499825 1.6477502624999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1401 4.503177127337518 4.6020324894680416 84.663999125 0.49600087500000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1402 2.256809089902518 2.2855047514639266 82.9609996 2.698500600000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1403 2.8218204075463316 2.868467256232604 83.14099995 2.4285000750000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1404 4.381397003502509 4.45781270527783 84.30000015 0.689999775000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1405 2.2236854005322555 2.250046197488653 84.893499275 0.26650072500000876
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1406 4.381397003502509 4.460375507367484 84.51449985 0.645500149999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1407 1.849679349373361 1.8877644811437264 85.7240007 0.2640006999999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1408 2.600541424995488 2.638374135271596 85.274500275 0.18549972500001105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1409 3.106358937707222 3.1550288429751556 84.86099985 0.29900015000000624
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1410 2.148485788188066 2.1909153907490384 85.109500175 0.05049982500001138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1411 2.602309890062538 2.6421053879297633 85.44650065 0.013499350000000743
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1412 1.849679349373361 1.8891560469126345 85.516 0.056000000000000216
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1413 2.148196614564553 2.2099151320772332 84.79399855 0.3660014500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1414 2.600541424995488 2.636493287314141 85.588500725 0.12850072499999782
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1415 2.600541424995488 2.636469361008966 85.421999775 0.03800022500000183
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1416 3.113064969730077 3.1578507844025947 84.684499525 0.47550047499999837
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1417 2.22252791615597 2.2498072684138672 84.932499675 0.2275003250000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1418 3.113064969730077 3.1674111117752037 84.3734993 0.5797510499999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1419 3.113064969730077 3.1645688539669923 84.5410002 0.618999800000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1420 4.381397003502509 4.448021159464741 84.729000675 0.4309993250000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1421 2.602309890062538 2.6427266594123844 85.478500225 0.018500224999999648
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1422 4.381397003502509 4.455754661577132 84.5564997 0.6035003000000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1423 2.600541424995488 2.6392362053308998 85.561000025 0.10100002499999333
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1424 2.581823830215759 2.613576148605761 84.5274999 0.63250010000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1425 2.601885662009287 2.6704201905525973 84.285500375 0.7117494375000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1426 4.381397003502509 4.4489212886049065 84.543999975 0.6160000249999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1427 1.6246904575574401 1.6565881466885948 85.779999 0.31999899999999853
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1428 2.600541424995488 2.6401064876899865 85.56850055 0.10850054999999087
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1429 4.381397003502509 4.4651527862323865 84.393499375 0.5497509375000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1430 3.106358937707222 3.1538537601994485 84.736500275 0.42349972500000777
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1431 4.381397003502509 4.461869229784025 84.31750025 0.6637496250000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1432 3.106358937707222 3.1572429524846486 84.782500225 0.3774997749999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1433 3.106358937707222 3.1526429499443656 84.8880012 0.2719988000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1434 2.7306353987775784 2.8000486897082872 84.3615003 0.5977495500000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1435 2.600541424995488 2.6367707591971574 85.653000575 0.19300057499998785
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1436 2.602309890062538 2.6391062885589993 85.5369999 0.07699989999999274
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1437 3.231980559490414 3.309958897798404 84.65049975 0.5095002500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1438 2.600541424995488 2.6377059586836666 85.54450035 0.08450035000000183
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1439 2.601885662009287 2.6700786796263585 84.3444992 0.6232512000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1440 2.600541424995488 2.6389582143464496 85.47249925 0.012499249999993356
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1441 2.148196614564553 2.20968124503257 84.870000275 0.2899997250000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1442 3.113064969730077 3.16063162368989 84.46749945 0.6925005499999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1443 2.600541424995488 2.6373895241219922 85.7044995 0.24449949999999204
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1444 2.7306353987775784 2.7986821909499118 84.415500475 0.516749287500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1445 2.600541424995488 2.639208403690131 85.395500225 0.06449977499999876
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1446 4.381397003502509 4.453988829383629 84.4009996 0.538500599999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1447 4.381397003502509 4.454827285366996 84.439500675 0.48074898750000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1448 4.381397003502509 4.446117126986072 84.50599935 0.654000650000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1449 4.381397003502509 4.453197165221924 84.388998625 0.5565020625000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1450 3.106358937707222 3.158917769595275 84.655999925 0.5040000750000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1451 7.1811195948118405 7.413155666826164 83.61450005 1.718249925000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1452 7.1811195948118405 7.3778248995632625 84.4665009 0.6934991000000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1453 3.3857791798145485 3.495737025789721 84.832000325 0.3279996750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1454 3.081450937121815 3.1385792617240122 85.771999525 0.3119995249999931
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1455 7.1811195948118405 7.388770280259849 83.915499525 1.2667507125000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1456 7.1811195948118405 7.399363161275421 83.47350045 1.929749325000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1457 7.1811195948118405 7.3928457850754405 84.43299955 0.49050067499999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1458 7.1811195948118405 7.3858568596175775 83.878499675 1.322250487500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1459 2.99785338646 3.0605039502318956 85.58850055 0.1285005500000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1460 7.1811195948118405 7.373175346281418 83.997499325 1.1437510124999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1461 4.381397003502509 4.4489212886049065 84.52049955 0.6395004500000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1462 4.305831523858219 4.388955570482866 84.332500825 0.6412487625000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1463 4.381397003502509 4.469838014822731 84.120999875 0.9585001875000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1464 7.1811195948118405 7.387186206778295 84.456999725 0.4545004125000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1465 7.1811195948118405 7.3778248995632625 83.8260002 1.400999700000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1466 4.891825968529858 4.992875459815392 84.109000375 0.9764994375000171
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1467 3.1191346318319217 3.1804668954652415 85.749999825 0.28999982499999816
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1468 7.1811195948118405 7.3801603249047565 84.654498875 0.5055011250000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1469 7.1811195948118405 7.344999749185948 84.223499725 0.8047504125000131
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1470 5.005883321961335 5.123761209369795 84.718999525 0.44100047500000417
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1471 3.6070940103067093 3.7215499254507085 83.73500055 1.5374991750000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1472 4.293012793348181 4.379270425873841 84.6999993 0.46000070000000337
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1473 4.886227886160049 4.979884450843325 84.054999725 1.057500412500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1474 2.042187702712181 2.0943856356971686 85.118001175 0.04199882500000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1475 2.235871533182455 2.2934034718380443 83.572999775 1.7805003375000084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1476 3.081450937121815 3.141496816046924 85.14950045 0.010499550000000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1477 2.564594149662654 2.602960277204373 85.365999575 0.09400042500000155
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1478 7.1811195948118405 7.390604739875008 84.182000175 0.8669997375000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1479 7.1811195948118405 7.356013712300895 84.14800005 0.9179999250000179
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1480 7.1811195948118405 7.388708428426283 84.49699995 0.6630000500000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1481 4.305831523858219 4.407910310440911 84.7584995 0.4015005000000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1482 7.1811195948118405 7.393147083187376 83.88599915 1.3110012750000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1483 7.1811195948118405 7.387186206778295 83.991000825 1.153498762500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1484 7.1811195948118405 7.405978876354726 84.44749955 0.46875067500000256
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1485 7.1811195948118405 7.393521908152886 84.212499625 0.8212505624999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1486 7.1811195948118405 7.410072256067877 84.23949985 0.7807502250000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1487 7.1811195948118405 7.400198795112777 84.102498825 0.9862517625000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1488 7.1811195948118405 7.370116780633793 83.91450035 1.2682494750000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1489 3.3857791798145485 3.5040717852782186 84.2915001 0.7027498500000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1490 2.99785338646 3.06218995649029 85.490499575 0.03049957499999606
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1491 2.99785338646 3.0658644870799563 85.1354994 0.024500600000004646
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1492 4.891825968529858 4.9922785332720165 84.020998975 1.1085015375000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1493 7.1811195948118405 7.338535114127471 84.199500475 0.8407492875000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1494 7.1811195948118405 7.393521908152886 83.671999325 1.6320010125000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1495 5.074107870778644 5.162833352129622 84.2044989 0.8332516500000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1496 7.1811195948118405 7.377381933130443 84.02900055 1.0964991749999982
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1497 7.1811195948118405 7.339768108977903 84.258499 0.752251500000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1498 4.293012793348181 4.383239022956424 84.838000275 0.3219997250000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1499 4.381397003502509 4.458845340701126 84.07699945 1.024500825000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1500 2.162162757407614 2.2175154863560453 85.013499775 0.14650022500000548
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1501 7.1811195948118405 7.399363161275421 83.945500175 1.221749737499998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1502 3.3857791798145485 3.5034164026953616 84.238999375 0.7815009374999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1503 1.8369575344458744 1.879528458003051 86.0984997 0.6384996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1504 7.1811195948118405 7.414471966267911 83.596000275 1.745999587500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1505 3.233363524611927 3.299414083113786 85.310000375 0.1499996250000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1506 7.1811195948118405 7.349174238551087 84.292499775 0.7012503375000136
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1507 7.1811195948118405 7.414471966267911 84.065999225 1.0410011625000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1508 7.1811195948118405 7.400198795112777 83.602000225 1.7369996625000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1509 4.293012793348181 4.392739569617675 84.628500675 0.5314993250000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1510 7.1811195948118405 7.412515893032483 84.00300095 1.1354985750000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1511 3.383503301173032 3.442450164308797 85.83099975 0.3709997499999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1512 7.1811195948118405 7.382754089462297 84.164500075 0.8932498874999979
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1513 7.1811195948118405 7.360291456662015 84.331499275 0.6427510875000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1514 4.536708025136912 4.686765198928354 83.705500425 1.5817493625000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1515 4.891825968529858 4.983366626965942 83.8950006 1.2974991000000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1516 7.514176406899057 7.802682773092103 83.5494997 1.8157504500000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1517 7.514176406899057 7.790708866731075 83.674999825 1.627500262500007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1518 7.514176406899057 7.817233680271853 83.5669996 1.7895006000000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1519 7.1811195948118405 7.366018824820511 83.9880001 1.1579998500000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1520 7.514176406899057 7.827318250896763 83.54749985 1.8187502250000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1521 7.514176406899057 7.79942994100252 83.681000175 1.6184997375000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1522 7.523607113823384 7.767988664488807 83.5689989 1.7865016500000124
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1523 7.523607113823384 7.731306374379591 83.991001 1.153498500000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1524 2.8319365042694553 2.8749291586870807 85.456000925 0.003999075000007235
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1525 7.1811195948118405 7.375317201484562 84.01749975 1.1137503750000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1526 7.1811195948118405 7.393443817500065 84.09600055 0.9959991750000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1527 11.649972237304898 12.048972002363392 82.82649955 2.9002506750000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1528 4.129932337746759 4.226991314836357 84.85199985 0.3080001500000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1529 4.134394327099348 4.220778495461606 84.846000625 0.3139993750000031
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1530 7.514176406899057 7.764745892626688 83.9835007 1.1647489500000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1531 6.622266272182093 6.7746276697590595 83.065500075 2.5417498875000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1532 3.405524755093124 3.4466263390436915 84.0864992 1.010251199999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1533 3.2568835354211663 3.309896432682568 84.957500475 0.2024995250000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1534 4.503177127337518 4.61492724719873 84.114000825 0.9689987625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1535 7.514176406899057 7.832227552229064 83.308 2.1779999999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1536 3.4814816305271044 3.546157335388662 83.48950085 1.9057487250000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1537 4.134394327099348 4.231320992197421 84.82299955 0.33700044999999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1538 7.514176406899057 7.823504156400588 83.319500375 2.1607494375000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1539 2.8314341129397818 2.90663397594214 84.11799985 0.9630002250000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1540 7.523607113823384 7.770158822255808 83.727999675 1.5480004874999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1541 2.7742411845136736 2.815240839964923 85.493999925 0.03399992499999199
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1542 6.833027828924494 7.02628059674972 83.237999925 2.2830001125000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1543 7.523607113823384 7.806123211401135 83.24800015 2.267999775000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1544 4.503177127337518 4.601143056948669 84.3720006 0.5819990999999973
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1545 7.523607113823384 7.759519060140082 83.61300065 1.7204990250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1546 7.514176406899057 7.8139726478013705 83.58050005 1.769249925000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1547 7.514176406899057 7.809892478417218 83.851999775 1.3620003375000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1548 7.1811195948118405 7.375865211517406 84.062500975 1.0462485374999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1549 11.649972237304898 12.046021249235528 82.94499975 2.722500375000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1550 6.833027828924494 7.003037416865045 83.38900035 2.0564994750000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1551 3.4587945779873226 3.533660961611468 84.4439991 0.47400135000000887
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1552 4.381397003502509 4.462663980564096 84.365500175 0.5917497375000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1553 2.246095707863522 2.3082388908857947 84.689001 0.4709990000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1554 4.166851381705783 4.234176142220029 83.044500375 2.57324943750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1555 6.833027828924494 6.993191119175733 83.183999775 2.364000337500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1556 2.8980724216270755 2.9591308069610553 83.18050005 2.3692499249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1557 7.523607113823384 7.795031835215999 83.18350065 2.364749025000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1558 7.514176406899057 7.751316725434656 84.010000775 1.1249988375000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1559 3.458107368547646 3.527255175636907 83.8460004 1.3709994000000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1560 11.649972237304898 12.109403454283447 82.902000325 2.786999512500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1561 6.833027828924494 7.004941522084116 83.042499125 2.5762513124999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1562 4.886227886160049 4.967570061573617 83.645999325 1.6710010124999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1563 7.514176406899057 7.800304009548754 83.300500225 2.1892496625000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1564 4.129932337746759 4.226037651998305 84.844500175 0.31549982500001195
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1565 7.514176406899057 7.793252297754396 83.597499875 1.7437501875000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1566 2.7719583176625293 2.8480233064186553 83.186499825 2.36025026250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1567 4.503177127337518 4.61720236604236 83.9924988 1.1512517999999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1568 7.514176406899057 7.805037616241227 83.5995012 1.7407481999999987
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1569 7.523607113823384 7.779113905689427 83.36649875 2.090251875
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf1570 3.386497571938821 3.446906246554538 85.651999625 0.19199962499999684
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index 20c9ccaf737a3575d4b595dc57d39fcd9f2e8403..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/alexnet2/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,8823 +0,0 @@
-11174.01254
-+++++
-conf1 1 1 84.76 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 tanh fp32 1
-4 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 tanh fp32 1
-6 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-7 gpu mul fp32 1 add fp32 1
-8 gpu softmax fp32 1
------
-+++++
-conf1 2.22252791615597 2.2504598554094346 84.934166125 0.22583387500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf2 2.602309890062538 2.63908231480431 84.865833075 0.2941669250000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf3 3.106358937707222 3.1565692009946433 84.658333775 0.5016662250000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf4 2.7306353987775784 2.7995786104319276 84.32499935 0.6525009750000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf5 3.106358937707222 3.1585593514635786 84.612499575 0.5475004250000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf6 3.113064969730077 3.1654484682714816 84.369999825 0.5850002625000172
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf7 2.22252791615597 2.2498072684138672 84.913332675 0.24666732499999855
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf8 3.106358937707222 3.152065334619993 84.761666675 0.3983333250000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf9 2.223819493607762 2.2506966938467614 84.611666325 0.5483336750000035
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf10 2.094133671865248 2.124156987437435 85.52083355 0.06083355000000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf11 4.381397003502509 4.454319746613044 84.43416695 0.48874957499999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf12 2.148196614564553 2.20968124503257 85.0224993 0.13750069999999825
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf13 2.601885662009287 2.6688820093635806 84.301667075 0.6874993875000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf14 3.231980559490414 3.31048372338375 84.633333975 0.5266660250000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf15 4.381397003502509 4.458338473794208 84.3450008 0.6224988000000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf16 2.601885662009287 2.6651813175854846 84.541666225 0.618333775000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf17 1.849679349373361 1.888386106442313 85.44833395 0.011666049999999484
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf18 3.231980559490414 3.312092083222282 84.45250075 0.46124887500000966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf19 3.231980559490414 3.306175286671941 84.61000045 0.549999550000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf20 4.381397003502509 4.452625970810971 84.54416695 0.6158330500000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf21 2.22252791615597 2.25000931409385 84.8641672 0.295832800000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf22 4.381397003502509 4.449711433079372 84.5308332 0.6291668000000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf23 2.0952802937468973 2.1258527922502806 85.285833225 0.1741667750000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf24 3.231980559490414 3.3062000564736413 84.761667075 0.3983329249999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf25 3.113064969730077 3.1559198605033014 84.53166635 0.6283336500000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf26 4.381397003502509 4.459084055327955 84.274166675 0.7287499875000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf27 2.7306353987775784 2.796350061070436 84.475000275 0.6849997250000058
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf28 2.600541424995488 2.639486447390341 85.28833285 0.17166715000000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf29 2.091096954512485 2.1212680904036585 85.28333225 0.1766677500000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf30 2.223819493607762 2.2523634120302396 84.905833825 0.25416617500000316
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf31 4.381397003502509 4.4489212886049065 84.4699985 0.6900015000000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf32 3.231980559490414 3.3130684474241257 84.4300005 0.49499924999999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf33 2.0922402524492543 2.1234822271354026 85.01249975 0.14750025000000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf34 4.381397003502509 4.453131539571547 84.24083425 0.7787486249999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf35 2.148485788188066 2.1904883733260454 84.82416635 0.3358336500000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf36 3.231980559490414 3.3109212054351875 84.546667125 0.6133328750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf37 4.381397003502509 4.457386654977417 84.4799997 0.6800003000000118
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf38 2.224978324023251 2.25296320891719 85.082500325 0.0774996750000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf39 4.381397003502509 4.453276318708387 84.4591669 0.4512496500000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf40 2.600541424995488 2.6397663090942083 85.035832975 0.12416702499999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf41 1.9147865844003307 1.955870467903636 84.682500925 0.47749907500000577
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf42 2.600541424995488 2.640664772892915 85.0933329 0.06666710000001219
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf43 2.0952802937468973 2.1262549788238174 85.404999575 0.055000425000000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf44 3.106358937707222 3.155505683592603 84.740832575 0.41916742500000626
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf45 3.106358937707222 3.1601953250100028 84.2641668 0.7437498000000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf46 4.381397003502509 4.4644366995410225 84.3499996 0.6150006000000019
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf47 2.602309890062538 2.639384310742594 85.1216655 0.03833449999999916
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf48 2.4101645710137762 2.4481150658282416 84.938333375 0.221666625000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf49 2.7306353987775784 2.8000486897082872 84.36416765 0.5937485250000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf50 2.600541424995488 2.6375668925232576 85.232499325 0.22750067499999888
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf51 2.602309890062538 2.6423858053051434 84.83916685 0.3208331500000071
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf52 2.602309890062538 2.6405996436713646 85.11000015 0.0499998500000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf53 2.1472802113263727 2.189114239857618 85.0250004 0.134999600000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf54 2.7306353987775784 2.799057393972999 84.3908332 0.5537502000000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf55 1.7506787349083617 1.7752730482882175 85.5 0.03999999999999487
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf56 2.2236854005322555 2.251711952025058 84.78166645 0.37833355000000213
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf57 2.601885662009287 2.668540891724393 84.4308331 0.4937503500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf58 3.113064969730077 3.1611101595109847 84.2150001 0.8174998500000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf59 2.7306353987775784 2.796804653688698 84.502500525 0.657499475000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf60 2.600541424995488 2.6370261088728295 85.018332425 0.14166757500000815
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf61 2.601885662009287 2.669822603510747 84.307500125 0.6787498125000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf62 2.0950052641635417 2.143925039633475 84.6108326 0.5491674000000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf63 2.581823830215759 2.6168068024369364 84.27083445 0.7337483250000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf64 2.602309890062538 2.643286053422067 84.974166625 0.18583337500000996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf65 3.231980559490414 3.3103962411397565 84.765834025 0.3941659750000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf66 2.601885662009287 2.6672997089100803 84.43833315 0.4825002749999996
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf67 3.113064969730077 3.1630474418668713 84.24416645 0.773750325000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf68 3.106358937707222 3.1550288429751556 84.70416665 0.45583335000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf69 3.106358937707222 3.1593957865452498 84.526665275 0.633334725000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf70 2.2236854005322555 2.2512609092815943 84.715833025 0.44416697500001023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf71 1.849679349373361 1.889441886760927 85.1474996 0.012500400000001854
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf72 2.4101645710137762 2.449042389089879 84.730833175 0.42916682500000436
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf73 3.113064969730077 3.1611328033416037 84.744999675 0.4150003250000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf74 2.1776801565521477 2.227993999422162 84.477499425 0.6825005750000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf75 3.231980559490414 3.3113716056233717 84.756666625 0.4033333750000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf76 2.223819493607762 2.251709720743697 84.668333825 0.4916661750000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf77 2.4101645710137762 2.446678314702103 84.955833075 0.2041669250000041
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf78 2.602309890062538 2.6427266594123844 85.110833625 0.0491663750000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf79 3.106358937707222 3.1597170661072007 84.373333525 0.5799997124999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf80 1.9138289556104853 1.9544349210612912 84.788333875 0.37166612499999874
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf81 3.113064969730077 3.1649686181632863 84.4791674 0.6808326000000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf82 3.231980559490414 3.311896879336496 84.63916665 0.5208333499999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf83 2.602309890062538 2.640990867874332 84.75333345 0.4066665500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf84 2.600541424995488 2.6400444703650146 85.141666525 0.018333475000000043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf85 3.113064969730077 3.1663402773106664 84.514999 0.645001000000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf86 3.106358937707222 3.156765586711596 84.705833475 0.45416652499999943
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf87 3.106358937707222 3.1572429524846486 84.62583325 0.5341667500000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf88 2.1776801565521477 2.228231779421653 84.4249988 0.5025018000000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf89 2.602309890062538 2.64266451892968 84.8575001 0.30249990000000937
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf90 3.106358937707222 3.1573240798496074 84.3941676 0.5487486000000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf91 2.600541424995488 2.635104562730051 85.418333225 0.04166677500000732
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf92 2.601885662009287 2.6676405092838094 84.375833875 0.5762491875000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf93 2.600541424995488 2.638374135271596 85.0075001 0.15249990000000369
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf94 4.381397003502509 4.455619529273385 84.358333425 0.6024998625000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf95 3.113064969730077 3.1634578602002756 84.707500725 0.4524992750000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf96 2.091096954512485 2.1217902007351905 84.974999525 0.18500047500000394
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf97 2.600541424995488 2.6392362053308998 85.303333425 0.15666657499999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf98 4.381397003502509 4.455754661577132 84.39666595 0.5450010750000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf99 3.231980559490414 3.3056518261606023 84.7100002 0.44999980000000905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf100 3.113064969730077 3.165860156806351 84.6149996 0.5450004000000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf101 2.601885662009287 2.66394325726675 84.639999725 0.5200002750000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf102 2.600541424995488 2.637983685888641 85.433333075 0.026666925000012054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf103 3.106358937707222 3.156525993407878 84.5925011 0.5674988999999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf104 1.6246904575574401 1.6565881466885948 85.433327 0.026672999999999558
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf105 2.602309890062538 2.6404324447924905 84.847499875 0.31250012500000823
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf106 2.223819493607762 2.251912108285925 84.71749915 0.4425008500000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf107 2.602309890062538 2.6396401668958673 84.71916585 0.44083415000000914
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf108 3.113064969730077 3.1650485828548285 84.28750065 0.7087490250000101
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf109 2.602309890062538 2.641220207143422 85.206666825 0.2533331750000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf110 6.433068438805734 6.701481177517721 83.79833355 1.4424996750000147
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf111 6.433068438805734 6.676884579472025 84.320000225 0.659999662500006
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf112 2.6697281518887004 2.7177791300298058 84.07833405 1.022498925000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf113 2.7190305416351817 2.7650896741792392 83.699167225 1.591249162500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf114 2.705056338674579 2.751511669083873 85.671666075 0.2116660749999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf115 2.9691695706883063 3.044177401985351 85.46 1.1379786002407855e-14
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf116 4.630536293168258 4.763490232185365 84.6025005 0.5574995000000001
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf117 3.233363524611927 3.3039893832280054 85.18999945 0.27000055000000317
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf118 1.6849321084073814 1.723201518009217 84.433334 0.4899990000000045
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf119 3.2077559105737192 3.286107107928659 85.04583425 0.1141657500000065
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf120 2.137467571208695 2.1985373294984196 85.641666 0.1816659999999956
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf121 7.1811195948118405 7.371644941543414 83.7225 1.5562500000000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf122 6.433068438805734 6.692563800453651 84.38833355 0.5574996750000096
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf123 4.891825968529858 4.975423076356041 84.120833175 0.9587502375000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf124 4.536708025136912 4.682228228383799 83.763333125 1.4950003125000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf125 6.433068438805734 6.662836201439466 83.815833275 1.4162500875000035
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf126 6.433068438805734 6.7025568564395535 83.785832925 1.4612506125000166
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf127 4.305831523858219 4.406873274481394 84.1524996 0.9112506000000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf128 6.433068438805734 6.690902061646884 84.0608331 1.048750350000013
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf129 3.234496022425097 3.30157710011515 84.2183331 0.8125003500000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf130 2.9350025132854825 3.0091818604650333 84.7625002 0.39749979999999996
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf131 2.5971776924712597 2.6423014110893988 85.57166635 0.11166634999999586
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf132 1.900834550265986 1.9479259648545488 84.298332425 0.6925013625000105
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf133 2.705852126795799 2.7619324096061812 84.1633334 0.8949999000000091
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf134 6.433068438805734 6.699745087999059 84.1550001 0.9074998500000149
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf135 4.025182475835819 4.146103825993357 84.4866671 0.6733328999999998
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf136 5.005883321961335 5.117919396823895 84.274166525 0.7287502125000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf137 1.6848551283120448 1.7228201779061694 84.166664 0.8900040000000118
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf138 4.025182475835819 4.147021749789278 84.457499125 0.45375131250001033
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf139 3.2104470768136135 3.29134007935657 84.9066661 0.25333390000000977
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf140 2.0791378586296596 2.1130929826253224 84.365833225 0.5912501625000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf141 1.9768170090979855 2.0358062517333217 84.1691664 0.8862504000000158
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf142 3.2077559105737192 3.2868456518573432 85.0375003 0.12249970000000021
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf143 1.6502310815960717 1.6839352671639551 83.433342 1.9899870000000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf144 7.1811195948118405 7.382883978827487 84.0491668 1.0662498000000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf145 4.536708025136912 4.6943904032809955 83.716666775 1.564999837500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf146 2.6154226898336526 2.6593555058879628 85.093332675 0.06666732500000594
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf147 3.1191346318319217 3.1794481909432526 85.936666825 0.4766668249999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf148 4.630536293168258 4.760281658475047 85.196666675 0.2633333250000021
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf149 2.8244252476491902 2.8669809702834463 84.4224995 0.5062507500000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf150 3.2077559105737192 3.279785628011795 85.5100001 0.05000009999999405
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf151 1.8762260040788208 1.9230124835210074 85.2125008 0.2474992000000043
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf152 2.859064311567442 2.934121190637789 84.286666275 0.710000587500005
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf153 3.233363524611927 3.3026384695493407 84.857499125 0.3025008750000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf154 4.527968114303145 4.6553956317887195 83.970834125 1.1837488125000135
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf155 6.433068438805734 6.686114283083829 83.987500375 1.1587494375000134
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf156 3.2098014287616166 3.3359899892200553 84.009167425 1.126248862500006
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf157 3.386497571938821 3.4514245256475693 85.202499925 0.2575000750000072
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf158 3.2104470768136135 3.2887727088177283 84.92416725 0.2358327500000087
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf159 3.2098014287616166 3.3278738528092977 84.80000005 0.35999995000001095
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf160 6.433068438805734 6.677973739790153 83.748334025 1.5174989624999995
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf161 3.2104470768136135 3.291436470820974 85.078332675 0.08166732500000651
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf162 2.688215477510844 2.74203692037151 84.841666425 0.3183335750000055
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf163 7.1811195948118405 7.407142013191234 83.8383343 1.3824985500000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf164 1.4538338735785572 1.4883036918541588 85.099998 0.06000200000000577
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf165 7.1811195948118405 7.401163695024527 83.841666625 1.3775000625000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf166 4.0911429904985495 4.186438720890574 84.814999575 0.3450004250000035
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf167 7.1811195948118405 7.390604739875008 83.503334175 1.8849987374999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf168 6.433068438805734 6.696771530672544 83.6158339 1.71624915000001
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf169 6.433068438805734 6.693774454308551 83.938332725 1.232500912500015
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf170 3.2077559105737192 3.288238694706955 85.094167475 0.06583252499999903
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf171 7.1811195948118405 7.400717921709536 83.74416815 1.5237477750000181
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf172 1.6816630114270705 1.7175755387742666 84.26667 0.7399950000000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf173 2.417848343602898 2.46254491963635 86.20500055 0.745000549999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf174 2.8319365042694553 2.872214278168883 85.20833245 0.2516675500000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf175 3.233363524611927 3.303975778417335 84.827500525 0.3324994750000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf176 7.1811195948118405 7.366018824820511 83.90916675 1.276249875000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf177 3.2077559105737192 3.2838534216928563 84.98499845 0.17500154999999895
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf178 6.433068438805734 6.681143597168983 84.335832975 0.636250537500004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf179 2.1503259737239375 2.210204197221232 85.55583345 0.09583344999998927
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf180 6.433068438805734 6.676783559163082 83.86583365 1.3412495250000092
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf181 6.433068438805734 6.698961272972243 83.95916635 1.201250475000002
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf182 3.081450937121815 3.142719094367566 85.7524994 0.2924993999999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf183 6.433068438805734 6.670992202137708 84.29833355 0.6924996750000147
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf184 2.6384203687025263 2.684168265614 84.279999875 0.7200001875000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf185 2.652881947614681 2.7369604870780933 84.152500325 0.9112495124999995
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf186 6.433068438805734 6.696167370658362 83.97500015 1.1774997750000082
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf187 4.0911429904985495 4.184084527161013 84.6966661 0.4633339000000035
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf188 2.704264199212172 2.754975530542937 85.584167775 0.12416777499999226
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf189 2.4637593119954153 2.512190165750722 84.94250095 0.21749905000000924
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf190 2.9691695706883063 3.040823370137886 85.5149996 0.05499959999999077
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf191 2.859064311567442 2.9363374225716115 84.047500025 1.0687499625
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf192 6.433068438805734 6.696566357726709 84.306666725 0.6799999125000085
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf193 7.1811195948118405 7.393851650286543 83.747500025 1.5187499625000171
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf194 6.433068438805734 6.658665309209404 84.09333305 1.0000004250000103
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf195 3.1191346318319217 3.1837961183017622 85.572498425 0.11249842500000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf196 6.433068438805734 6.689171448357574 84.13833325 0.9325001250000042
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf197 1.8926695594861536 1.941635922909872 84.62500045 0.5349995500000034
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf198 2.859064311567442 2.9300014300204626 84.4133332 0.5200002000000126
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf199 4.688853703306924 4.815294293882789 83.530000675 1.8449989875000128
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf200 6.433068438805734 6.7013578998306444 83.9658329 1.1912506500000148
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf201 4.527968114303145 4.6468606184566505 84.4616671 0.6983329000000055
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf202 2.137467571208695 2.1978420849552434 85.540833225 0.08083322499999496
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf203 3.1191346318319217 3.1817977488304052 85.705001075 0.2450010749999933
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf204 6.433068438805734 6.6564659727106195 84.412500525 0.5212492125000097
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf205 2.462338486962191 2.5127058368583985 84.8191675 0.3408324999999991
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf206 2.21538273894708 2.271315900097345 85.30666595 0.15333405000000938
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf207 6.433068438805734 6.681506897198393 84.245833625 0.7712495625000031
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf208 2.859064311567442 2.9328267066123543 84.35000015 0.6149997750000082
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf209 2.3272111752285305 2.3714086531367653 85.59333365 0.13333365000000014
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf210 2.21538273894708 2.2722443675559365 85.26166675 0.19833325000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf211 6.433068438805734 6.695753582076479 84.03500025 1.0874996250000137
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf212 3.386497571938821 3.4457847772934866 85.25166645 0.20833355000000325
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf213 6.433068438805734 6.6536890476954635 84.515833225 0.6441667750000107
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf214 2.4889748428159133 2.5496954402455043 84.81833225 0.3416677500000077
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf215 7.1811195948118405 7.350315828550169 83.686667275 1.6099990875000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf216 6.433068438805734 6.665984903151896 84.64333385 0.5166661500000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf217 3.233363524611927 3.3029712036557504 85.17083325 0.28916675000000397
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf218 6.433068438805734 6.669317561158272 84.016667025 1.114999462500002
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf219 6.433068438805734 6.657159767128571 84.155833625 0.9062495625000082
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf220 3.2104470768136135 3.2885225546049752 85.3216663 0.13833370000000117
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf221 4.536708025136912 4.689169362827278 83.707499875 1.5787501875000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf222 4.293012793348181 4.393485825418134 84.353332275 0.6100015875000082
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf223 2.148807499607137 2.2068248125895047 85.527500125 0.06750012499999797
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf224 1.7958898970500154 1.8396480311827201 85.359999775 0.10000022499999944
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf225 6.433068438805734 6.670325115526698 84.450000275 0.46499958750001724
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf226 3.2098014287616166 3.3266990283020896 84.650000775 0.5099992250000099
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf227 6.433068438805734 6.6838092950262284 84.265832875 0.7412506875000062
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf228 7.1811195948118405 7.41300481580145 83.73333345 1.5399998250000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf229 2.602309890062538 2.6391062885589993 85.131667 0.028333000000012043
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf230 7.1811195948118405 7.3581111359264115 83.965000175 1.1924997375000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf231 6.433068438805734 6.686909908260939 83.742500525 1.5262492125000122
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf232 4.025182475835819 4.136266011054436 85.048331775 0.11166822500001106
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf233 4.891825968529858 4.97047974269507 84.0425001 1.0762498500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf234 2.5048977645663753 2.554569793291806 84.321666925 0.6574996125000041
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf235 4.381397003502509 4.4611527986539015 83.744166775 1.523749837500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf236 2.137467571208695 2.199356382767917 85.251666475 0.20833352500001184
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf237 4.381397003502509 4.460461782685942 84.095 0.9975000000000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf238 6.433068438805734 6.683880389150741 84.18750025 0.8587496250000086
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf239 4.013978133305695 4.133590934758318 83.673333375 1.6299999375000098
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf240 6.433068438805734 6.659435744664696 84.308333675 0.6774994875000075
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf241 7.1811195948118405 7.388019092358833 83.916665825 1.2650012625000144
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf242 6.433068438805734 6.68138986245958 83.63583415 1.686248775000017
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf243 2.859064311567442 2.937337938860419 83.6958342 1.596248700000018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf244 3.383503301173032 3.4487776151099108 85.546666925 0.08666692499999157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf245 4.630536293168258 4.7704588519490905 84.458333575 0.45249963750001143
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf246 6.433068438805734 6.669903397089833 84.187499775 0.8587503374999983
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf247 6.433068438805734 6.6857017359888555 83.9508335 1.2137497500000052
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf248 2.2235966849459863 2.287311490356138 83.861666275 1.3475005875000008
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf249 2.6286529885737813 2.659810603302736 83.450833675 1.96374948750001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf250 4.527968114303145 4.652603894778642 83.801666175 1.4375007375000166
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf251 4.305831523858219 4.385687073905971 84.13666705 0.934999425000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf252 4.527968114303145 4.648337591656539 83.7658337 1.491249450000005
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf253 4.536708025136912 4.696352041369557 83.675832875 1.6262506875000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf254 2.6545312501822558 2.7384122756171143 83.9124993 1.2712510500000178
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf255 7.1811195948118405 7.373814525977355 83.818334725 1.4124979125000081
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf256 6.433068438805734 6.700159370082663 84.0674998 1.038750300000018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf257 6.433068438805734 6.678127245889417 84.044167075 1.0737493875000013
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf258 1.8761305528154502 1.9220059296315883 84.9625009 0.19749910000001025
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf259 3.2077559105737192 3.2872769082412594 84.96083255 0.1991674499999988
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf260 2.050338839921051 2.0810543450018395 85.82416905 0.3641690499999896
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf261 2.99785338646 3.0651549455095286 85.1583328 0.0016672000000085285
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf262 3.3857791798145485 3.4928337602445754 83.854999825 1.357500262500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf263 2.7704326562617076 2.8107571908686952 85.134999525 0.02500047500000735
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf264 2.0128251269217716 2.070905586765702 85.0483337 0.11166630000000455
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf265 3.386497571938821 3.451346452713364 84.955000075 0.2049999250000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf266 4.891825968529858 4.964381500447744 84.07250065 1.0312490250000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf267 6.433068438805734 6.699166590698293 83.68916795 1.6062480750000105
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf268 3.2077559105737192 3.282586275622199 85.507500275 0.04750027499999304
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf269 2.9691695706883063 3.0418744246669145 85.40666595 0.053334050000000854
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf270 2.0922402524492543 2.1234822271354026 85.0666672 0.09333280000000743
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf271 2.492360275810542 2.546684668584876 84.567500175 0.5924998249999988
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf272 3.2098014287616166 3.336584222502447 84.0216675 1.1074987499999978
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf273 3.265190233807919 3.339092041244694 83.989166175 1.1562507375000166
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf274 6.433068438805734 6.6499717829781515 84.400832725 0.5387509125000065
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf275 3.2104470768136135 3.2923042452331495 84.84583205 0.31416795000000663
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf276 3.383503301173032 3.4445784565718793 85.282499875 0.17750012500000595
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf277 5.005883321961335 5.123761209369795 83.777499575 1.473750637500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf278 2.299661217948776 2.3343742761808275 85.216665825 0.24333417499999827
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf279 6.433068438805734 6.684760965064314 84.554166075 0.6058339250000074
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf280 3.3655551251534574 3.468789631606263 83.8424995 1.376250750000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf281 3.383503301173032 3.44986891169079 85.430833625 0.0291663749999998
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf282 6.433068438805734 6.6872658675190575 84.22583335 0.8012499750000046
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf283 1.8936061249607328 1.9419361967712871 85.10166645 0.05833355000000895
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf284 2.9229635203810864 2.9963039002723892 83.962499225 1.1962511625000047
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf285 6.433068438805734 6.696275606078322 84.114167425 0.9687488625
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf286 4.5327749811072975 4.651644862395902 84.00249995 1.1362500750000066
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf287 3.2077559105737192 3.2876615554966984 85.02916775 0.13083225000000598
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf288 7.1811195948118405 7.358861152117183 84.034167125 1.0887493125000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf289 3.234496022425097 3.303944225308537 83.727500375 1.5487494374999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf290 2.534087057244867 2.5882124054314137 84.167499375 0.8887509374999993
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf291 3.2077559105737192 3.2823282460340066 85.604167575 0.14416757500000016
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf292 3.3857791798145485 3.494962440847996 83.835833525 1.3862497125000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf293 2.257142789576975 2.2846555852866706 84.1324997 0.9412504500000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf294 2.719694324381187 2.7706675285948985 83.70083425 1.588748625000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf295 5.005883321961335 5.120959645331975 84.03583255 1.0862511750000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf296 4.674000299876062 4.800450498101259 83.596665525 1.7450017124999988
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf297 4.025182475835819 4.145186307697398 84.694167575 0.46583242500001065
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf298 6.433068438805734 6.662936800136603 84.387501175 0.5587482375000121
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf299 3.3518866701691157 3.4064752050083653 84.504999275 0.6550007250000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf300 7.1811195948118405 7.408606843664055 83.71083285 1.5737507250000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf301 3.2098014287616166 3.3353959670652844 84.300833725 0.6887494125000018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf302 4.630536293168258 4.755388644797885 85.140833475 0.01916652500001137
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf303 2.4889748428159133 2.5475598425757706 84.982499375 0.17750062500000185
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf304 3.383503301173032 3.4463507864203367 85.795832875 0.335832874999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf305 2.99785338646 3.0663663754600248 84.9266668 0.23333319999999846
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf306 3.106358937707222 3.1601953250100028 84.3316671 0.6424993500000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf307 3.3518866701691157 3.409664702566655 84.3508339 0.613749150000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf308 2.9691695706883063 3.04008268765781 85.380832525 0.07916747500000271
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf309 7.1811195948118405 7.3916240996031 83.895833025 1.296250462500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf310 2.4100254792335463 2.4627169289425055 83.817500275 1.413749587500007
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf311 6.433068438805734 6.681546822950581 83.6108329 1.7237506499999995
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf312 2.4637593119954153 2.514266850708837 85.054167025 0.10583297500000699
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf313 6.433068438805734 6.692809715659741 84.4649997 0.6950002999999981
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf314 2.651484514967671 2.70434517570261 84.820833775 0.33916622500000815
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf315 4.630536293168258 4.7513238861576275 85.23750045 0.22249955000000626
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf316 2.610794776889551 2.6521370790722916 84.5375006 0.6224994000000038
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf317 7.1811195948118405 7.390901104466223 83.7708333 1.4837500499999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf318 4.025182475835819 4.139544693709261 84.4941671 0.6658329000000066
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf319 2.214100940087163 2.2692907475586295 85.6141659 0.15416589999999813
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf320 6.433068438805734 6.694955851148644 84.37666675 0.5749998750000103
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf321 1.8262744646052869 1.8647863652780263 85.007501175 0.15249882500000356
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf322 2.495457816841692 2.5444130819055797 85.295832475 0.1641675250000077
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf323 3.3857791798145485 3.4906499219183846 83.908333625 1.2774995625000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf324 4.630536293168258 4.749906697956739 85.1783329 0.2816671000000042
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf325 4.630536293168258 4.773393859707918 84.435832725 0.4862509125000116
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf326 6.433068438805734 6.679113798777981 84.484166675 0.6758333250000078
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf327 2.9691695706883063 3.0449196810298456 85.258334 0.20166600000000018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf328 2.9350025132854825 3.002101110614417 85.425833725 0.03416627500000119
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf329 1.8479769987128951 1.890694224176825 85.304999325 0.15500067500000797
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf330 4.527968114303145 4.653082727359818 84.330833225 0.6437501624999982
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf331 2.1902746480051722 2.2241934300766544 84.1649996 0.8925006000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf332 6.433068438805734 6.680427314699769 84.2174994 0.8137509000000165
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf333 4.5327749811072975 4.656475629262955 83.7333332 1.5400002000000015
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf334 3.383503301173032 3.445927730091154 85.510834475 0.050834474999990664
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf335 2.279210414426111 2.3291125291695636 84.299167475 0.6912487875000011
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf336 1.6693176458835346 1.7031558763413377 83.333336 2.1399960000000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf337 1.7039928395464814 1.742039401796721 83.633339 1.6899914999999979
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf338 2.6425198793639804 2.686940382762043 85.0425013 0.11749870000000728
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf339 6.433068438805734 6.694020458494172 84.0366665 1.0850002500000144
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf340 2.570873003234152 2.6163073489628403 85.156665975 0.003334025000009455
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf341 4.025182475835819 4.138985535390466 84.806666 0.35333399999999815
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf342 6.433068438805734 6.696689459185478 83.959166925 1.2012496124999998
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf343 6.433068438805734 6.676733053137302 84.42666685 0.4999997250000021
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf344 6.433068438805734 6.667111183385171 84.278334475 0.7224982875000165
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf345 2.7742411845136736 2.8167070332310735 85.45583365 0.004166350000002705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf346 2.637795660915897 2.6802417067914552 85.00499975 0.15500025000000905
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf347 4.0911429904985495 4.200847959265819 83.8199999 1.410000150000009
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf348 6.433068438805734 6.6876977536172895 84.041666625 1.0775000625000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf349 3.233363524611927 3.3062285207283244 84.625833975 0.534166024999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf350 4.293012793348181 4.3909892222071365 84.2925001 0.7012498500000106
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf351 2.0288360769845273 2.087536367731437 85.58333305 0.12333304999998801
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf352 6.433068438805734 6.6744044741475035 83.934167675 1.2387484875000112
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf353 3.2104470768136135 3.2836940003596196 85.43666725 0.023332750000005842
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf354 7.1811195948118405 7.383069252291826 83.994167575 1.148748637499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf355 7.1811195948118405 7.36119423786108 83.865833225 1.3412501625000033
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf356 2.6697281518887004 2.7153721450238937 83.978333525 1.172499712500013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf357 2.496695586099307 2.568700444209334 85.124999725 0.03500027500001013
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf358 7.1811195948118405 7.3566616968781515 83.978333325 1.1725000125000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf359 2.9691695706883063 3.0430917960598256 85.405833675 0.05416632500000845
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf360 4.527968114303145 4.648280946394983 83.76416665 1.493750024999997
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf361 6.433068438805734 6.665156714099129 84.49083295 0.6691670500000072
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf362 3.2104470768136135 3.290907756292703 84.929999375 0.23000062500001095
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf363 4.293012793348181 4.397042471177092 84.155833425 0.9062498625000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf364 3.1816937913825636 3.2547594235430797 83.545833975 1.8212490375000172
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf365 2.6877627809690794 2.7773237866940796 84.59083395 0.5691660500000012
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf366 1.8426014118845415 1.8901019291003018 84.159166525 0.9012502125000026
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf367 4.527968114303145 4.652045949508729 84.339999725 0.63000041250001
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf368 3.408034725340007 3.5335900959269666 83.61499925 1.7175011250000125
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf369 3.2098014287616166 3.334535853454111 84.2358331 0.7862503500000173
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf370 6.433068438805734 6.7009583416068255 83.64583405 1.6712489250000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf371 2.5661354695961367 2.6059744662900077 85.628333575 0.16833357499999407
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf372 2.859064311567442 2.933945900406543 84.0533323 1.0600015500000168
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf373 3.386497571938821 3.453882898679799 85.29583275 0.1641672500000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf374 4.891825968529858 4.983366626965942 83.810833375 1.4237499375000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf375 6.433068438805734 6.696099278591104 83.70333305 1.5850004250000111
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf376 2.554950964051187 2.602032536958394 84.016666475 1.115000287500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf377 7.1811195948118405 7.34833576280605 84.02083355 1.1087496749999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf378 2.9350025132854825 3.0044576550028643 84.863333575 0.2966664250000065
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf379 6.433068438805734 6.697763600261987 84.0725 1.03125
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf380 4.527968114303145 4.651124209596676 83.986665925 1.1600011125000123
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf381 3.234496022425097 3.2972918003032508 84.207499925 0.8287501125000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf382 6.433068438805734 6.690890874142569 83.6624998 1.6462502999999984
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf383 3.234496022425097 3.306711320058645 83.728333825 1.547499262499997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf384 4.674000299876062 4.8016810656208255 83.503332775 1.8850008375000016
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf385 6.433068438805734 6.672920258220577 84.431667375 0.4924989375000024
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf386 6.433068438805734 6.685432130438259 83.978332625 1.172501062500018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf387 4.630536293168258 4.750781132658858 85.096666525 0.06333347500000175
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf388 7.1811195948118405 7.411538243399627 83.626666625 1.7000000625000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf389 4.5327749811072975 4.660756890729043 83.7425005 1.5262492499999993
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf390 6.433068438805734 6.6719276003669385 83.877500325 1.323749512500008
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf391 3.408034725340007 3.537373731289226 83.535000025 1.8374999625000044
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf392 3.2077559105737192 3.2859807521969033 85.194167075 0.2658329250000094
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf393 6.433068438805734 6.704956057167928 83.740000375 1.5299994375000168
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf394 2.9691695706883063 3.0440949485993323 85.356666 0.10333400000000098
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf395 2.2235966849459863 2.287499443207033 83.76666665 1.4900000250000005
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf396 4.381397003502509 4.4677057719666236 83.9200003 1.2599995500000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf397 4.0911429904985495 4.198964572593032 84.26749955 0.7387506750000128
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf398 6.433068438805734 6.659983373779701 84.3808335 0.5687497500000163
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf399 1.8426014118845415 1.8889825461810543 84.4200002 0.5099997000000016
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf400 4.674000299876062 4.798795465434099 83.7333335 1.5399997500000069
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf401 7.1811195948118405 7.408908196406624 83.832500275 1.3912495875000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf402 2.413801127965236 2.4578028299871333 85.2574993 0.2025006999999988
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf403 2.569146993368045 2.612537676281666 85.549166275 0.08916627499999946
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf404 2.8319365042694553 2.878084169493648 84.719165625 0.4408343750000029
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf405 4.0911429904985495 4.18981157215458 84.57583365 0.5841663499999982
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf406 2.615008777827371 2.6924120538038836 83.766666575 1.4900001375000045
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf407 6.433068438805734 6.698009897752104 84.08000015 1.0199997750000023
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf408 6.433068438805734 6.669485070943994 84.265833375 0.7412499375000081
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf409 2.99785338646 3.0575701207040535 85.6191671 0.1591670999999934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf410 4.886227886160049 4.964022051630753 83.69583365 1.5962495250000117
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf411 4.381397003502509 4.469838014822731 83.6866675 1.6099987500000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf412 3.233363524611927 3.303553730983799 85.147500375 0.012499624999998127
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf413 4.293012793348181 4.385291384784843 84.6524999 0.50750010000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf414 6.433068438805734 6.655279759213277 84.51583365 0.6441663500000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf415 4.0911429904985495 4.196709406108464 84.525833325 0.6341666750000116
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf416 6.433068438805734 6.673316479685678 84.50833295 0.6516670500000089
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf417 2.9350025132854825 3.0051810778400627 84.8075001 0.3524999000000065
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf418 4.630536293168258 4.7562011176078345 85.090833625 0.06916637500000322
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf419 2.6384203687025263 2.687765268117063 84.2916662 0.7025007000000159
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf420 2.4100254792335463 2.460020772452629 83.91000015 1.2749997750000048
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf421 2.0806398390156957 2.1342206573408564 85.4341668 0.025833200000005274
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf422 2.9691695706883063 3.0418986829232932 85.372500475 0.08749952500000974
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf423 2.7008989599744595 2.7538772563115916 83.6916668 1.6024998000000181
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf424 4.0911429904985495 4.189771793289693 83.9191672 1.2612492000000017
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf425 2.138662151692443 2.199483368864113 85.559166375 0.09916637499999864
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf426 2.8319365042694553 2.876793245773512 84.9558331 0.20416689999999849
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf427 3.2098014287616166 3.3343895163001394 83.9716663 1.1825005500000145
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf428 4.630536293168258 4.770962251674258 84.635832975 0.5241670250000056
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf429 6.433068438805734 6.685019667516857 83.8666668 1.339999800000001
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf430 2.7010922395930335 2.779508755838201 83.5649998 1.7925003000000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf431 3.233363524611927 3.2981775560449873 85.439167075 0.02083292500000483
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf432 4.688853703306924 4.812666614460775 83.75999915 1.5000012750000096
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf433 6.433068438805734 6.693100166402231 84.2616668 0.747499800000007
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf434 6.433068438805734 6.694378180581093 83.932499875 1.2412501875000004
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf435 3.2104470768136135 3.2866500905348315 84.913333525 0.24666647500000638
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf436 6.433068438805734 6.697364472520261 83.850832525 1.3637512125000057
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf437 3.386497571938821 3.4537291476033345 84.99583365 0.16416635000001067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf438 2.306650340205349 2.363046145643418 85.244167075 0.21583292500001222
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf439 3.2104470768136135 3.284520562203921 84.883333125 0.2766668750000122
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf440 4.630536293168258 4.757134763040664 84.98666605 0.1733339500000085
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf441 3.559541740459701 3.6577897584674584 84.057500025 1.0537499625000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf442 4.025182475835819 4.1454921020052575 84.386666325 0.560000512500018
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf443 4.674000299876062 4.792093784051201 83.763333325 1.4950000125000003
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf444 4.025182475835819 4.143631939041265 84.424166475 0.5037502874999973
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf445 5.005883321961335 5.11195962497434 84.47166705 0.6883329500000116
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf446 6.433068438805734 6.668101758001844 84.365000175 0.592499737499999
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf447 6.433068438805734 6.691679657900696 84.19499995 0.8475000750000135
-1 gpu conv perf 23 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf448 2.413801127965236 2.4551475402216454 85.37333335 0.08666665000000934
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf449 7.514176406899057 7.80362720968868 84.094166925 0.9987496125000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf450 3.333781782271544 3.392523160482314 83.93999855 1.2300021750000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf451 5.005883321961335 5.097142678085476 84.358334225 0.6024986625000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf452 4.886227886160049 4.984206047474595 83.892500775 1.3012488375000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf453 3.460791388914492 3.5322455127283856 84.054167525 1.0587487125000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf454 7.514176406899057 7.7853121199570605 83.909999675 1.2750004875000158
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf455 2.820492734590512 2.872607592762648 83.711667625 1.5724985625000016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf456 6.612011292741652 6.757252387773469 82.854999725 2.857500412500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf457 7.514176406899057 7.780019514924848 84.004166675 1.1337499875000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf458 4.722532268425789 4.805202307355754 83.2958329 2.1962506500000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf459 5.242741674634328 5.354383974409693 83.319168 2.1612480000000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf460 7.514176406899057 7.802682773092103 83.734165525 1.5387517125000159
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf461 3.457664359604651 3.524677933641224 84.3124998 0.6712503000000112
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf462 4.129932337746759 4.221256163755982 84.9249996 0.23500039999999844
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf463 3.457664359604651 3.5315185386213663 84.0683336 1.0374996000000039
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf464 4.506562458647627 4.603138564063001 83.8733328 1.3300008000000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf465 5.038174742380468 5.170842287169275 83.400833725 2.0387494125000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf466 7.523607113823384 7.757912193589366 83.8733324 1.3300014000000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf467 7.523607113823384 7.754484827178783 83.748333725 1.5174994125000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf468 5.044126617004213 5.153784402402233 83.455833075 1.9562503875000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf469 7.523607113823384 7.784269222227235 83.65750105 1.6537484250000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf470 2.84502687904236 2.893203514621084 83.47416785 1.9287482250000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf471 2.82984229806238 2.872996062482734 84.6950001 0.4649999000000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf472 4.162788941598085 4.2254638115826815 83.0250004 2.6024994000000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf473 4.722532268425789 4.805203797526363 83.171666475 2.382500287500015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf474 3.386497571938821 3.4517381344400846 85.40000015 0.05999985000000835
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf475 7.514176406899057 7.825683181741497 83.673333075 1.6300003875000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf476 7.1811195948118405 7.40183988411667 83.7641668 1.4937498000000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf477 7.514176406899057 7.795770899445803 83.826667975 1.3999980374999978
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf478 7.1811195948118405 7.3803359360639735 83.59416615 1.7487507749999978
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf479 7.523607113823384 7.774987250079849 83.575000575 1.7774991375000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf480 3.460791388914492 3.537321340612221 83.948332575 1.2175011375000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf481 7.1811195948118405 7.382948086492916 83.728333275 1.547500087500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf482 3.458107368547646 3.5298575412034174 83.7358343 1.5362485500000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf483 7.523607113823384 7.787065325388947 83.2549999 2.2575001500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf484 3.336688658572592 3.396112554420543 84.35999905 0.6000014250000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf485 7.514176406899057 7.804684967488243 84.0499998 1.0650003000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf486 3.3070501247062665 3.370096066126519 84.597500425 0.5624995749999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf487 2.859705047327396 2.908621689837732 83.2541668 2.258749800000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf488 4.503177127337518 4.597610038675558 84.869167175 0.29083282500000396
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf489 3.460791388914492 3.524942090239222 84.244166775 0.7737498375000129
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf490 7.523607113823384 7.767523935427306 83.6258349 1.7012476500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf491 1.9700960499927604 2.0165827456987007 83.530000975 1.8449985375000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf492 5.038174742380468 5.161736790834377 83.769999675 1.4850004875000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf493 5.7201441758520275 5.843072714580039 82.9658334 2.6912499000000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf494 2.8314341129397818 2.9101123083301625 83.56583275 1.79125087500001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf495 5.169939529440331 5.299400300121514 83.384999475 2.0625007875000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf496 3.333781782271544 3.3916017586447227 83.98666645 1.1600003250000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf497 4.129932337746759 4.226850184442247 84.877499925 0.28250007500001006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf498 2.882317896513339 2.9357121503431696 84.006665775 1.1300013375000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf499 4.134394327099348 4.232485599509343 84.739167225 0.4208327750000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf500 7.1811195948118405 7.408908196406624 83.76833265 1.4875010250000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf501 4.891825968529858 4.9821774596257375 83.9025001 1.2862498500000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf502 7.1811195948118405 7.3801603249047565 83.85416775 1.3587483750000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf503 3.460041134002901 3.586770661776435 83.087500375 2.5087494375000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf504 7.1811195948118405 7.411031323030264 83.73499935 1.5375009750000146
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf505 7.1811195948118405 7.390904629858869 83.6399992 1.6800011999999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf506 7.1811195948118405 7.399639954276085 83.84750095 1.3687485750000121
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf507 3.3857791798145485 3.4945899897520913 83.75666565 1.5050015250000044
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf508 3.809788303878205 3.8672014549583795 83.689166825 1.6062497625000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf509 7.523607113823384 7.774436854740483 83.38583315 2.0612502750000132
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf510 5.044126617004213 5.174743749049089 83.37083375 2.0837493750000036
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf511 5.238160529860035 5.382611290340052 83.6133328 1.7200008000000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf512 3.901532986358041 3.9649979411849583 83.56416675 1.7937498750000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf513 7.514176406899057 7.817309840357634 83.70499985 1.5825002250000182
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf514 4.134394327099348 4.235307382945312 84.531667025 0.6283329750000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf515 4.503177127337518 4.605728541629195 84.77166675 0.38833325000001084
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf516 7.523607113823384 7.7697402816765 83.193332675 2.3500009875000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf517 7.514176406899057 7.784869645515921 83.7516658 1.512501300000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf518 4.506562458647627 4.6037694324757545 83.5333328 1.8400008000000128
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf519 2.882317896513339 2.93854845621091 83.777499575 1.473750637500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf520 4.129932337746759 4.221759237996548 84.67083305 0.4891669500000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf521 7.523607113823384 7.768226461047711 83.91999975 1.2600003750000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf522 7.523607113823384 7.7832111276266005 83.666666775 1.6399998375000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf523 7.523607113823384 7.794753849338522 83.67083355 1.6337496750000113
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf524 4.134394327099348 4.231492254517555 84.887500325 0.2724996750000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf525 3.2516358293945244 3.306049620516922 84.92166715 0.23833285000000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf526 7.1811195948118405 7.395764723110566 83.80833305 1.4275004250000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf527 5.169939529440331 5.297045450501229 83.0999996 2.490000600000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf528 3.457664359604651 3.5291089683460877 84.39583325 0.5462501250000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf529 3.383503301173032 3.4456824061830957 85.70333195 0.24333195000000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf530 7.523607113823384 7.788882505744678 83.547500225 1.818749662500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf531 2.882317896513339 2.9374703369075794 84.0058332 1.1312502000000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf532 6.833027828924494 7.0084587992596825 82.97166645 2.6825003250000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf533 2.8958792966188582 2.955379694846303 83.8400008 1.3799988000000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf534 7.510933748563059 7.705800498136028 83.173333575 2.3799996375000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf535 4.503177127337518 4.6153062781152965 84.0058329 1.1312506500000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf536 7.514176406899057 7.832227552229064 83.570832975 1.783750537500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf537 2.8181744429803 2.859896699382418 83.272499025 2.231251462500005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf538 5.7201441758520275 5.846453565871786 83.340832675 2.1287509875000055
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf539 4.891825968529858 4.991988378269419 83.699166625 1.5912500625000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf540 6.833027828924494 7.021794672328602 83.509999925 1.875000112500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf541 2.643951041894719 2.7151229823104823 83.39333175 2.0500023750000054
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf542 2.881532985834891 2.9278373389994066 83.24750015 2.2687497750000176
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf543 3.460791388914492 3.5325120204141225 84.308333575 0.6774996374999986
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf544 7.523607113823384 7.753778448432019 83.973333025 1.1800004625000042
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf545 7.523607113823384 7.757035315832157 83.722499325 1.556251012500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf546 7.523607113823384 7.7631344389652455 83.53500085 1.8374987250000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf547 4.129932337746759 4.220984248404456 84.77583305 0.38416695000000234
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf548 3.771197803464626 3.831036239538288 83.676667275 1.624999087500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf549 7.1811195948118405 7.359730151944964 84.114167575 0.9687486375000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf550 2.21538273894708 2.2712263074653003 85.19333455 0.26666545000000214
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf551 5.7201441758520275 5.835234858437691 83.2883327 2.2075009500000107
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf552 2.1939578948820055 2.248187340208793 84.136666175 0.9350007375000047
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf553 7.1811195948118405 7.361676413588422 84.096666475 0.9950002874999981
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf554 2.882317896513339 2.9384716255266823 83.677498825 1.6237517625000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf555 7.523607113823384 7.776933232553134 83.57666685 1.774999725000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf556 7.514176406899057 7.7909045596190385 83.749999975 1.515000037500016
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf557 5.165484677294769 5.2903769413594635 84.18249955 0.8662506750000034
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf558 2.1580787016076175 2.210273724194081 84.5841665 0.5758335000000102
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf559 3.458107368547646 3.5326575415621426 83.679166625 1.6212500625000175
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf560 7.1811195948118405 7.38929016196292 83.7274995 1.5487507500000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf561 7.514176406899057 7.775667444667465 84.0941674 0.9987489000000025
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf562 7.523607113823384 7.79421327548814 83.426666225 2.0000006624999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf563 6.833027828924494 7.013207406986031 83.5524996 1.811250600000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf564 7.514176406899057 7.814707425626666 83.597499825 1.7437502625000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf565 5.005883321961335 5.103380611464425 84.496667225 0.6633327750000092
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf566 5.165484677294769 5.303572015378641 83.839999775 1.3800003375000145
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf567 7.514176406899057 7.786092736052401 83.87999955 1.320000675000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf568 5.165484677294769 5.27830269788036 84.304166675 0.6837499875000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf569 3.460791388914492 3.533402720542448 84.019999425 1.1100008625000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf570 6.833027828924494 7.036414719730832 83.2475002 2.2687497000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf571 7.514176406899057 7.814871473183738 83.777500025 1.4737499625000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf572 5.044126617004213 5.175434127390759 82.96583305 2.691250425000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf573 7.514176406899057 7.823504156400588 83.635833125 1.6862503125000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf574 3.457664359604651 3.527615867275441 84.45083235 0.46375147500000935
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf575 4.134394327099348 4.232184724894688 84.5974989 0.5625011000000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf576 3.383503301173032 3.450789560717289 85.481666225 0.021666224999992767
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf577 7.1811195948118405 7.417408010123914 83.5750004 1.7774994000000177
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf578 5.048374517147679 5.148289360062499 83.3591666 2.1012501000000157
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf579 3.3070501247062665 3.372017230989043 84.399166125 0.5412508125000173
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf580 4.134394327099348 4.221294223606065 84.9525001 0.2074999000000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf581 3.45498518551075 3.5196879304614774 84.51416745 0.645832550000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf582 4.506562458647627 4.606418160707091 83.50249935 1.8862509750000171
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf583 2.5110886253647045 2.5827535286819816 84.685833875 0.474166125000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf584 7.510933748563059 7.748644230720542 82.9549998 2.7075003000000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf585 4.381397003502509 4.458290579012763 84.2116667 0.8224999500000152
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf586 7.523607113823384 7.7484327274014 83.9266659 1.2500011500000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf587 5.0424126195108725 5.156756690623533 83.1466669 2.4199996500000083
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf588 7.523607113823384 7.789518055953855 83.466666825 1.9399997625000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf589 7.1811195948118405 7.343901385448335 83.930000175 1.2449997375000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf590 7.1811195948118405 7.374772557305174 84.155000125 0.9074998125000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf591 7.514176406899057 7.752977215514164 84.22166635 0.8075004749999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf592 3.336688658572592 3.397115494903832 84.1708333 0.8837500500000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf593 4.506562458647627 4.604835985237247 83.740833875 1.5287491874999972
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf594 3.386497571938821 3.4533889495099066 85.19999995 0.2600000499999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf595 1.9589402183670361 2.003578270904548 83.368333425 2.087499862500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf596 3.4814816305271044 3.5317598685624576 83.755833075 1.5062503875000104
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf597 7.523607113823384 7.78221245935922 83.551667425 1.8124988625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf598 2.6443527389697015 2.719086206081314 85.089168 0.07083200000000434
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf599 5.0424126195108725 5.149156020008477 83.13499875 2.4375018750000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf600 4.503177127337518 4.590670749042997 84.906667725 0.25333227499999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf601 6.833027828924494 7.013220452947324 83.01749995 2.613750075000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf602 7.523607113823384 7.774414291262052 83.3824997 2.0662504500000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf603 7.523607113823384 7.791229025189238 83.372500575 2.081249137500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf604 3.336688658572592 3.3912102874629855 84.269166725 0.7362499124999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf605 4.506562458647627 4.608118001911791 83.374165925 2.078751112500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf606 5.169939529440331 5.278453945694238 83.883333175 1.3150002375000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf607 3.4556711544812053 3.5363523031296755 84.564166025 0.5958339749999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf608 3.4556711544812053 3.537964918801342 84.50499975 0.655000250000009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf609 3.3857791798145485 3.5024337883641654 83.2666666 2.2400001000000174
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf610 7.514176406899057 7.77814813686796 84.190832875 0.8537506875000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf611 2.246095707863522 2.3103378839540434 84.520834775 0.6391652250000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf612 3.386497571938821 3.4552672730314096 85.08833295 0.07166705000001061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf613 3.460041134002901 3.5817021432468286 83.395833075 2.0462503875000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf614 3.460791388914492 3.5345401779179593 84.123332375 0.9550014375000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf615 7.523607113823384 7.7805961784969995 83.560833775 1.7987493374999985
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf616 4.129932337746759 4.220332443170285 84.95750045 0.2024995500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf617 3.2541139887534407 3.311293310855683 85.0858345 0.07416550000000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf618 5.242741674634328 5.365398275917837 83.297500675 2.1937489875000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf619 2.642964275221838 2.6868949150856065 84.925000575 0.2349994250000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf620 3.460041134002901 3.585468142397465 83.3250005 2.1524992500000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf621 4.129932337746759 4.210154194051423 85.07499905 0.08500095000000274
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf622 4.891825968529858 4.990351882470603 84.0949995 0.9975007500000075
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf623 5.038174742380468 5.150939077198044 83.844166 1.3737510000000057
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf624 4.129932337746759 4.2233286681433375 84.8858338 0.2741662000000048
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf625 7.523607113823384 7.738318512725483 83.6858329 1.6112506500000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf626 3.3857791798145485 3.4947149194958413 83.69916615 1.591250775000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf627 4.506562458647627 4.602950038323885 83.6391668 1.6812498000000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf628 3.333781782271544 3.3938576383691754 84.3174999 0.6637501500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf629 7.523607113823384 7.777697734738702 83.6666668 1.6399998000000053
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf630 3.2568835354211663 3.3128689711105737 85.0549992 0.10500080000000767
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf631 7.523607113823384 7.756514115418818 83.8516655 1.362501750000014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf632 7.523607113823384 7.791304679410093 83.624166275 1.7037505875000178
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf633 7.510933748563059 7.717532014968957 83.2800001 2.219999850000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf634 7.523607113823384 7.789664522732141 83.880833225 1.3187501625000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf635 5.242741674634328 5.338421097799004 83.3925005 2.051249250000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf636 7.514176406899057 7.777974842651516 84.145833375 0.9212499375000149
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf637 2.861027339150533 2.946249754527961 83.742498925 1.5262516124999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf638 4.891825968529858 4.982556294275691 84.079998875 1.020001687500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf639 7.523607113823384 7.799060978974592 83.537500425 1.8337493625000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf640 4.5020123267441035 4.581572351758263 83.099998875 2.490001687500012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf641 7.523607113823384 7.767966138423517 83.5449995 1.8225007500000032
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf642 4.722532268425789 4.812807358392014 83.34 2.1300000000000026
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf643 4.503177127337518 4.610480979337677 84.438333425 0.4824998625000134
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf644 3.3070501247062665 3.367194023219887 84.717499525 0.44250047500001133
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf645 2.181104877602956 2.234656395462344 84.8849997 0.27500030000001063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf646 2.881320403638704 2.96213175326403 82.94666695 2.719999575000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf647 7.523607113823384 7.788958114401932 83.433333375 1.9899999375000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf648 7.1811195948118405 7.386880028015847 83.6849998 1.6125003000000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf649 5.048374517147679 5.163025324593785 83.0583327 2.5525009500000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf650 7.523607113823384 7.767895170061238 83.8491669 1.3662496500000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf651 4.727761345555891 4.816472512061879 83.159166925 2.401249612500017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf652 4.129932337746759 4.218960707516179 84.73250125 0.4274987500000066
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf653 7.523607113823384 7.797998859620978 83.452499775 1.9612503374999974
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf654 7.523607113823384 7.786537399298164 83.414999175 2.0175012374999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf655 5.242741674634328 5.370269415879303 83.088333125 2.5075003124999995
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf656 3.2541139887534407 3.3066326900675964 84.964999975 0.19500002500000735
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 promise swing_level 6
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf657 3.460041134002901 3.585006401425936 83.37833325 2.072500125000012
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf658 7.523607113823384 7.748311054559316 83.634166725 1.6887499125000076
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf659 5.7201441758520275 5.83356976119728 83.000833325 2.6387500125000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf660 4.5020123267441035 4.586107142640508 83.085833475 2.511249787500006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf661 2.822115457352841 2.8702801384276095 83.30083345 2.1887498250000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf662 7.523607113823384 7.773547305920346 83.463332725 1.9450009125000065
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf663 3.457664359604651 3.525124264052824 84.3250002 0.6524996999999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf664 6.833027828924494 7.022184159075477 83.376666675 2.0749999875000142
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf665 4.129932337746759 4.224548641939513 84.83333285 0.32666715000000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf666 4.381397003502509 4.447028926603038 84.160833275 0.8987500875000052
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf667 3.2516358293945244 3.3071759432019587 84.90749935 0.2525006500000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 5
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf668 7.523607113823384 7.775645216513917 83.541666425 1.827500362500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf669 2.179862426426444 2.232782638470366 84.857499925 0.3025000750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf670 3.45498518551075 3.5236350166218275 84.41999995 0.5100000750000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf671 2.645958306313078 2.691039888321594 83.764167575 1.4937486375000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf672 2.859705047327396 2.9111722993447544 83.087500625 2.5087490625000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf673 7.523607113823384 7.77441168177861 83.144999575 2.4225006375000078
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf674 3.383503301173032 3.444536739538111 85.326667 0.13333300000000464
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf675 7.523607113823384 7.7911380460507935 83.419166925 2.011249612500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf676 3.3070501247062665 3.367776780128573 84.8083328 0.35166720000000284
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf677 3.3857791798145485 3.495894401955893 83.555000175 1.8074997375000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf678 7.1811195948118405 7.387841457602652 84.000833925 1.1387491125000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf679 3.4556711544812053 3.532888785415585 84.7716667 0.3883333000000079
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf680 7.523607113823384 7.767194563661456 83.47833315 1.9225002750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf681 7.1811195948118405 7.412515893032483 83.4533334 1.9599998999999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf682 4.134394327099348 4.226527547746771 84.7766674 0.38333260000001135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf683 5.242741674634328 5.344974575246663 83.344999875 2.122500187500009
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf684 2.7742411845136736 2.8137060750272846 85.255833125 0.2041668750000099
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf685 4.134394327099348 4.224874115618361 84.61999955 0.5400004500000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf686 7.1811195948118405 7.358958911357455 83.789999375 1.4550009375000172
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf687 7.1811195948118405 7.374918654228381 83.988333325 1.1575000125000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf688 4.134394327099348 4.223145622633742 84.514167225 0.6458327750000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf689 5.7201441758520275 5.849103832778581 83.275000525 2.227499212500014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf690 4.134394327099348 4.218998725984571 84.91583295 0.24416705000001004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf691 7.523607113823384 7.765077095217974 83.76000005 1.4999999250000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf692 7.514176406899057 7.783673801395167 83.904999775 1.282500337500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf693 7.514176406899057 7.7671683074725975 83.91000025 1.2749996250000137
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf694 7.523607113823384 7.793652658734944 83.49333325 1.9000001249999983
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf695 3.460041134002901 3.5756066740261017 83.42999995 1.9950000750000143
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf696 4.134394327099348 4.229158848509649 84.7383333 0.4216667000000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf697 7.523607113823384 7.770972334355052 83.79416645 1.448750324999999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf698 7.514176406899057 7.8080997030238 83.810000025 1.4249999625000171
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf699 4.886227886160049 4.984846518228794 83.42666685 1.9999997250000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf700 7.523607113823384 7.770158822255808 83.818333625 1.4124995625000167
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf701 6.833027828924494 7.023065908947435 83.0674999 2.5387501500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf702 3.3070501247062665 3.3618606562152253 84.765834275 0.394165725000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf703 7.514176406899057 7.774951938821055 84.02166645 1.1075003250000108
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf704 2.5127374818467327 2.5849704075570568 84.60416665 0.5558333500000089
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf705 2.214100940087163 2.269289460659122 85.303332675 0.15666732500001218
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf706 2.858038821235894 2.913680944633538 84.009166575 1.1262501375000156
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf707 4.134394327099348 4.233570345795138 84.54749905 0.6125009500000062
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf708 4.129932337746759 4.219984982908826 85.1300001 0.02999990000000141
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf709 7.523607113823384 7.790411266601035 83.512499625 1.871250562500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf710 7.523607113823384 7.762734791013671 83.60999985 1.7250002250000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf711 5.238160529860035 5.366396606462589 83.80166665 1.4375000250000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf712 4.381397003502509 4.460461782685942 84.083332975 1.0150005375000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf713 7.523607113823384 7.772092982937247 83.676665425 1.6250018625000138
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf714 2.245619036455122 2.305352770488148 84.32166715 0.6574992750000135
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf715 5.048374517147679 5.167462477899405 83.1108332 2.473750200000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf716 7.523607113823384 7.77233408888817 83.798333375 1.4424999375000098
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf717 7.523607113823384 7.750149327070392 83.65583315 1.6562502749999979
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf718 4.891825968529858 4.978615793600735 84.176667425 0.8749988625
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf719 3.3857791798145485 3.4915844968596748 83.72333265 1.5550010250000028
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf720 7.523607113823384 7.806123211401135 83.339999575 2.130000637500018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf721 6.833027828924494 7.024558579868359 83.251666825 2.2624997625000063
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf722 7.523607113823384 7.778923843463177 83.671666925 1.6324996125000126
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf723 3.460041134002901 3.5847819612914984 83.262499775 2.2462503375000153
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf724 4.129932337746759 4.217833830575444 84.794999925 0.3650000750000061
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf725 5.038174742380468 5.159222790303186 83.64083305 1.6787504250000111
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 6
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf726 4.891825968529858 4.981185318417161 84.04750105 1.0687484250000168
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf727 4.134394327099348 4.230037627736249 84.5724998 0.5875002000000024
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf728 3.460041134002901 3.584320397026166 83.389167125 2.0562493125000074
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf729 3.2516358293945244 3.3049911054267405 84.89833305 0.26166695000000006
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 7
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf730 4.5020123267441035 4.585351738325678 82.98416655 2.663750175000011
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf731 5.242741674634328 5.36881887677872 83.139999175 2.430001237500008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf732 7.523607113823384 7.7963760154644435 83.36999975 2.085000375
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf733 5.0424126195108725 5.154245823122227 82.9650004 2.692499400000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf734 3.809788303878205 3.852379431768171 83.764166825 1.493749762500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf735 5.048374517147679 5.165087639495263 82.97500075 2.6774988749999977
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf736 7.514176406899057 7.818585529089173 83.901665725 1.2875014125000064
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf737 5.044126617004213 5.164887935936154 83.37416625 2.078750625000005
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf738 5.242741674634328 5.34394852053645 83.415000625 2.0174990625000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf739 6.833027828924494 7.0330443546832555 83.3558337 2.10624945
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf740 7.514176406899057 7.8227510551767026 83.76499975 1.4925003750000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf741 3.386497571938821 3.449993447097854 84.9216665 0.23833350000000453
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf742 6.622266272182093 6.783313662204811 82.96916675 2.6862498750000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 3
-4 promise swing_level 3
-5 promise swing_level 7
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf743 3.336688658572592 3.393694140741443 84.125833175 0.9512502375000125
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf744 3.458107368547646 3.527707342054544 83.886666875 1.309999687500003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 5
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf745 4.503177127337518 4.613907401017289 84.352499825 0.6112502625000147
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf746 3.020068006401007 3.0707285803585327 84.6774997 0.48250030000000665
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf747 7.523607113823384 7.76810027136236 83.726666975 1.5499995375000069
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf748 3.4580451884979118 3.5919983633689534 83.5691671 1.7862493500000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf749 7.523607113823384 7.762743697911572 83.41666675 2.014999875000001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 5
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf750 4.129932337746759 4.215704226787626 84.844166325 0.3158336750000018
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf751 7.523607113823384 7.776774677005575 83.453333275 1.9600000874999992
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 6
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf752 3.457664359604651 3.532628578305317 84.13833275 0.9325008750000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf753 7.1811195948118405 7.385405707877652 84.0374998 1.0837502999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf754 5.074107870778644 5.176145690283355 83.38416615 2.0637507750000097
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf755 5.048374517147679 5.1609646559161595 83.305833625 2.1812495624999997
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf756 3.3857791798145485 3.502173708816776 83.381666725 2.067499912500004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf757 5.7201441758520275 5.855265099416676 83.1691663 2.386250550000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf758 7.523607113823384 7.795815087559164 83.50833265 1.877501025000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf759 3.458107368547646 3.533768297505218 83.7841657 1.4637514500000037
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf760 7.514176406899057 7.775880030220948 83.945000075 1.222499887500014
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf761 3.336688658572592 3.3986035967460158 84.19999985 0.8400002250000114
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf762 5.169939529440331 5.29435283046533 83.3824991 2.0662513500000017
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf763 7.523607113823384 7.72727115325441 83.970832525 1.183751212499999
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf764 5.7201441758520275 5.843144110771479 83.275000075 2.2274998875000165
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf765 7.510933748563059 7.746248505062032 82.970831925 2.6837521125000094
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf766 7.1811195948118405 7.39270104892547 84.19666645 0.8450003250000151
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf767 3.4587945779873226 3.540997604211432 84.63999925 0.5200007500000027
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf768 3.460791388914492 3.5314466647484344 84.372499775 0.5812503375000162
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf769 5.0424126195108725 5.155337424363578 83.10833335 2.477499975000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf770 7.523607113823384 7.760970147589128 83.624166575 1.703750137500002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf771 2.8314341129397818 2.9119412121691757 83.3299999 2.1450001500000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf772 4.5020123267441035 4.581979090404564 83.14083245 2.4287513250000003
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 promise swing_level 6
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf773 3.3857791798145485 3.497352767171531 83.49833355 1.8924996750000105
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf774 4.129932337746759 4.217535035381664 84.675833325 0.4841666750000059
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf775 5.163952111397481 5.2705462443785125 82.96750055 2.6887491750000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf776 5.238160529860035 5.351645470671524 84.069166625 1.0362500625000166
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 7
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf777 3.4556711544812053 3.5351827444067507 84.8000002 0.35999980000000564
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf778 5.238160529860035 5.375525482841128 83.89249975 1.3012503750000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf779 5.038174742380468 5.168135650802505 83.616666525 1.7150002125000086
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf780 7.1811195948118405 7.406147610982983 83.7558332 1.5062502000000109
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 3
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf781 3.383503301173032 3.443628565547949 85.51583235 0.05583234999999148
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf782 4.134394327099348 4.230542488445479 84.7341658 0.4258342000000056
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 4
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf783 4.134394327099348 4.227685755709414 84.338332525 0.63250121250001
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 6
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf784 4.129932337746759 4.218308758796553 84.714166325 0.4458336750000115
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf785 4.134394327099348 4.224225586094508 84.400833425 0.5387498625000049
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf786 2.808495330326162 2.8521705133481428 85.265833675 0.19416632500000902
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf787 7.523607113823384 7.755454342779481 83.624999175 1.7025012375000088
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf788 7.1811195948118405 7.404515084798839 83.92583345 1.2512498250000093
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf789 2.246095707863522 2.3087595335429905 84.877501875 0.28249812500001215
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf790 7.514176406899057 7.797969842663065 84.004165775 1.1337513375000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf791 3.386497571938821 3.4459348544216826 85.410834325 0.04916567500000896
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 7
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf792 7.514176406899057 7.788538457945978 84.04999965 1.065000525000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv samp 35 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf793 3.457664359604651 3.529854787042639 84.30833215 0.6775017750000103
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 4
-4 promise swing_level 4
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf794 7.523607113823384 7.789331400726859 83.721666125 1.5575008125000096
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 4
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf795 7.523607113823384 7.796709740301346 83.57750015 1.7737497749999989
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 3
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf796 7.1811195948118405 7.356857511467126 83.979166625 1.1712500625000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 4
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf797 7.523607113823384 7.737697399254709 83.843332025 1.375001962500015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf798 2.84502687904236 2.8958302576646817 83.48583365 1.9112495250000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 promise swing_level 3
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf799 1.8708393729685995 1.9115943429032984 84.307499875 0.6787501875000004
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 tanh fp16 1
-4 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf800 7.1811195948118405 7.385663612298112 83.934999825 1.2375002624999993
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 3
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 tanh fp16 1
-6 promise swing_level 6
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
-+++++
-conf801 5.242741674634328 5.366926034089739 83.36000025 2.0999996250000095
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 tanh fp16 1
-4 promise swing_level 3
-5 gpu conv samp 33 add fp16 1 tanh fp16 1
-6 promise swing_level 5
-7 gpu mul fp16 1 add fp16 1
-8 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/lenet3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/lenet3.txt
deleted file mode 100644
index 98d192c84e8e8af317dc9efee363d8c10a42e483..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/lenet3.txt
+++ /dev/null
@@ -1,73 +0,0 @@
-643.4577
-+++++
-conf1 1 1 99.2590004 0.6464993999999891
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf2 1.0095764978863868 1.0105792760964927 99.43900055 0.6509994499999948
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf3 0.7645636765318737 0.7652635848811112 99.505500025 0.5844999749999943
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf4 0.7971585493763661 0.7998581110744772 99.468499525 0.6215004749999992
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf5 0.7637196930525686 0.7640842999612849 99.46050055 0.6294994499999916
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf6 0.7971585493763661 0.7998581110744772 99.467501075 0.6224989249999965
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf7 0.7971585493763661 0.7998581110744772 99.46000045 0.6299995500000023
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf8 0.7971585493763661 0.7998581110744772 99.474499975 0.6155000249999972
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf9 1.0095764978863868 1.0105792760964927 99.4310002 0.658999799999998
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_1.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_1.txt
deleted file mode 100644
index 3029882b90c74cb7a26376bb4a10b3625bb42283..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_1.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 163.497 366386
-tensorAdd 18.5948 44154
-tensorTanh 17.2612 43147
-tensorPooling 24.1414 60084
-tensorConvApprox 479.088 1.29451e+06
-tensorAdd 13.3174 38171
-tensorTanh 11.046 32455
-tensorPooling 12.8449 38912
-tensorGemmGPU 49.3485 152734
-tensorAdd 1.24038 4102
-tensorTanh 1.97176 6153
-tensorGemmGPU 0.891737 4102
-tensorAdd 0.832666 4102
-tensorTanh 0.880761 4102
-tensorSoftmax 2.20382 8204
-
-Iteration Compute Time  : 797.16
-Iteration Compute Energy: 2.10132e+06
-Iteration Control Time  : 0.029824
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 137.409 412951
-tensorHalfAdd 12.9756 38019
-tensorHalfTanh 18.7354 56364
-tensorHalfPooling 25.2338 76057
-tensorConvApproxHalf(_perf) 204.886 603137
-tensorHalfAdd 10.2577 30780
-tensorHalfTanh 11.1246 33041
-tensorHalfPooling 12.3925 39118
-tensorHalfGemmGPU 29.3794 89897
-tensorHalfAdd 0.772634 4104
-tensorHalfTanh 1.27884 4104
-tensorHalfGemmGPU 1.73554 6156
-tensorHalfAdd 0.409469 2052
-tensorHalfTanh 0.299582 2052
-tensorSoftmax 1.61224 6156
-
-Iteration Compute Time  : 468.503
-Iteration Compute Energy: 1.40399e+06
-Iteration Control Time  : 0.020032
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApproxHalf 135.964 396162
-tensorHalfAdd 11.9236 35076
-tensorHalfTanh 18.1879 54740
-tensorHalfPooling 24.3014 70380
-tensorConvApproxHalf(_perf) 200.554 595975
-tensorHalfAdd 9.97385 30309
-tensorHalfTanh 11.1379 32512
-tensorHalfPooling 12.4682 38608
-tensorHalfGemmGPU 25.5338 77216
-tensorHalfAdd 0.610396 2032
-tensorHalfTanh 1.2638 4064
-tensorHalfGemmGPU 1.67573 6096
-tensorHalfAdd 0.253438 2032
-tensorHalfTanh 0.293246 2032
-tensorSoftmax 1.58959 6096
-
-Iteration Compute Time  : 455.731
-Iteration Compute Energy: 1.35333e+06
-Iteration Control Time  : 0.02096
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApproxHalf 139.415 403789
-tensorHalfAdd 12.6726 36708
-tensorHalfTanh 18.1143 54208
-tensorHalfPooling 24.2399 71632
-tensorConvApproxHalf(_perf) 200.793 590536
-tensorHalfAdd 10.0266 30176
-tensorHalfTanh 11.1261 32417
-tensorHalfPooling 12.418 38608
-tensorHalfGemmGPU 25.5389 77216
-tensorHalfAdd 0.617596 2032
-tensorHalfTanh 1.22815 4064
-tensorHalfGemmGPU 1.7172 6096
-tensorHalfAdd 0.25507 2032
-tensorHalfTanh 0.306558 2013
-tensorSoftmax 1.59599 6039
-
-Iteration Compute Time  : 460.066
-Iteration Compute Energy: 1.35757e+06
-Iteration Control Time  : 0.01888
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApproxHalf 134.638 404613
-tensorHalfAdd 11.9299 36120
-tensorHalfTanh 18.1461 55286
-tensorHalfPooling 24.5037 71632
-tensorConvApproxHalf(_perf) 200.613 594088
-tensorHalfAdd 9.26605 28182
-tensorHalfTanh 11.1604 32436
-tensorHalfPooling 12.4912 38608
-tensorHalfGemmGPU 25.3996 77197
-tensorHalfAdd 0.607132 2032
-tensorHalfTanh 1.21871 4064
-tensorHalfGemmGPU 1.66616 6058
-tensorHalfAdd 0.292126 2013
-tensorHalfTanh 0.300062 2013
-tensorSoftmax 1.57596 6039
-
-Iteration Compute Time  : 453.808
-Iteration Compute Energy: 1.36038e+06
-Iteration Control Time  : 0.018751
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 133.183 397814
-tensorHalfAdd 11.9929 36025
-tensorHalfTanh 18.1287 56364
-tensorHalfPooling 24.1469 70235
-tensorConvApproxHalf(_perf) 205.401 607024
-tensorHalfAdd 9.30128 28125
-tensorHalfTanh 11.1296 32360
-tensorHalfPooling 12.6077 38608
-tensorHalfGemmGPU 25.549 76912
-tensorHalfAdd 0.615196 2013
-tensorHalfTanh 1.2341 4026
-tensorHalfGemmGPU 1.62735 6039
-tensorHalfAdd 0.28499 2013
-tensorHalfTanh 0.303742 2013
-tensorSoftmax 1.61324 6039
-
-Iteration Compute Time  : 457.119
-Iteration Compute Energy: 1.36561e+06
-Iteration Control Time  : 0.018656
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 134.829 401973
-tensorHalfAdd 11.9592 36082
-tensorHalfTanh 18.2077 56364
-tensorHalfPooling 24.3864 71632
-tensorConvApproxHalf(_perf) 205.007 604940
-tensorHalfAdd 9.30204 28163
-tensorHalfTanh 11.1488 34449
-tensorHalfPooling 12.3962 38608
-tensorHalfGemmGPU 25.4609 76912
-tensorHalfAdd 0.621948 2013
-tensorHalfTanh 1.23961 4026
-tensorHalfGemmGPU 1.78975 6039
-tensorHalfAdd 0.24803 2013
-tensorHalfTanh 0.298334 2013
-tensorSoftmax 1.59548 6039
-
-Iteration Compute Time  : 458.49
-Iteration Compute Energy: 1.37127e+06
-Iteration Control Time  : 0.018496
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApprox 163.998 487771
-tensorAdd 17.9414 50526
-tensorTanh 16.4791 49115
-tensorPooling 23.3445 69125
-tensorConvApprox 479.647 1.43243e+06
-tensorAdd 12.6641 39988
-tensorTanh 10.3789 31886
-tensorPooling 12.1514 38566
-tensorGemmGPU 51.9797 164027
-tensorAdd 0.716859 4294
-tensorTanh 1.1182 4294
-tensorGemmGPU 1.00198 4294
-tensorAdd 0.309918 2147
-tensorTanh 0.244254 2147
-tensorSoftmax 1.44655 6441
-
-Iteration Compute Time  : 793.422
-Iteration Compute Energy: 2.38706e+06
-Iteration Control Time  : 0.017856
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApproxHalf 135.878 426347
-tensorHalfAdd 12.0686 37674
-tensorHalfTanh 18.1861 59050
-tensorHalfPooling 28.6666 89965
-tensorConvApproxHalf(_perf) 200.538 620711
-tensorHalfAdd 9.4664 28861
-tensorHalfTanh 11.1596 33136
-tensorHalfPooling 12.5854 39349
-tensorHalfGemmGPU 29.1065 91124
-tensorHalfAdd 0.718938 4142
-tensorHalfTanh 1.23644 4142
-tensorHalfGemmGPU 1.79391 6213
-tensorHalfAdd 0.368382 2071
-tensorHalfTanh 0.430013 2071
-tensorSoftmax 1.61826 6213
-
-Iteration Compute Time  : 463.821
-Iteration Compute Energy: 1.45107e+06
-Iteration Control Time  : 0.01888
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApprox 162.635 494554
-tensorAdd 17.9749 53327
-tensorTanh 16.4083 51775
-tensorPooling 23.4454 72542
-tensorConvApprox 478.238 1.43969e+06
-tensorAdd 13.3962 40166
-tensorTanh 10.2495 31965
-tensorPooling 13.0292 40793
-tensorGemmGPU 52.0238 164483
-tensorAdd 0.694587 2147
-tensorTanh 1.11631 4294
-tensorGemmGPU 0.974585 4294
-tensorAdd 0.316734 2147
-tensorTanh 0.229982 2147
-tensorSoftmax 1.44037 6441
-
-Iteration Compute Time  : 792.173
-Iteration Compute Energy: 2.41076e+06
-Iteration Control Time  : 0.01888
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 5600.29
-Total Compute Energy: 1.65623e+07
-
-Total Control Time  : 0.201215
-Total Control Energy: 20552
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 5600.49
-Total Energy: 1.65829e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_2.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_2.txt
deleted file mode 100644
index e14e243953ff5735011b447303e2106e3bcff0a7..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_2.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 168.37 376442
-tensorAdd 18.6195 45823
-tensorTanh 17.0772 43204
-tensorPooling 24.1271 60179
-tensorConvApprox 481.208 1.29836e+06
-tensorAdd 13.3005 40203
-tensorTanh 10.926 32512
-tensorPooling 12.9361 38950
-tensorGemmGPU 49.5129 152894
-tensorAdd 1.23612 4102
-tensorTanh 1.98558 6153
-tensorGemmGPU 0.912537 4102
-tensorAdd 0.84761 4102
-tensorTanh 0.882842 4102
-tensorSoftmax 2.1915 8204
-
-Iteration Compute Time  : 804.134
-Iteration Compute Energy: 2.11933e+06
-Iteration Control Time  : 0.024287
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApprox 166.202 502350
-tensorAdd 18.6049 54598
-tensorTanh 17.192 52984
-tensorPooling 24.348 75887
-tensorConvApprox 479.653 1.45827e+06
-tensorAdd 13.2779 42588
-tensorTanh 10.9318 34352
-tensorPooling 13.0201 41097
-tensorGemmGPU 53.2401 169442
-tensorAdd 0.588924 2166
-tensorTanh 1.11302 4332
-tensorGemmGPU 0.924634 4332
-tensorAdd 0.180159 2166
-tensorTanh 0.233407 2166
-tensorSoftmax 1.52392 6498
-
-Iteration Compute Time  : 801.034
-Iteration Compute Energy: 2.45322e+06
-Iteration Control Time  : 0.021024
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApproxHalf 134.498 425145
-tensorHalfAdd 12.1636 37962
-tensorHalfTanh 18.098 56943
-tensorHalfPooling 24.2603 75924
-tensorConvApproxHalf(_perf) 200.013 622364
-tensorHalfAdd 9.60246 28956
-tensorHalfTanh 11.1175 33288
-tensorHalfPooling 12.4334 39615
-tensorHalfGemmGPU 29.5735 91181
-tensorHalfAdd 0.75385 4142
-tensorHalfTanh 1.27282 4142
-tensorHalfGemmGPU 1.7021 6213
-tensorHalfAdd 0.408638 2071
-tensorHalfTanh 0.303422 2071
-tensorSoftmax 1.5333 6213
-
-Iteration Compute Time  : 457.735
-Iteration Compute Energy: 1.43623e+06
-Iteration Control Time  : 0.018752
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApproxHalf 134.122 408098
-tensorHalfAdd 11.9329 36616
-tensorHalfTanh 18.1053 55404
-tensorHalfPooling 24.2068 73532
-tensorConvApproxHalf(_perf) 203.685 615169
-tensorHalfAdd 9.32477 28448
-tensorHalfTanh 11.1176 34784
-tensorHalfPooling 12.527 38988
-tensorHalfGemmGPU 25.4929 77616
-tensorHalfAdd 0.600188 2032
-tensorHalfTanh 1.23145 4064
-tensorHalfGemmGPU 1.80616 6096
-tensorHalfAdd 0.246782 2032
-tensorHalfTanh 0.29491 2032
-tensorSoftmax 1.58431 6096
-
-Iteration Compute Time  : 456.278
-Iteration Compute Energy: 1.39101e+06
-Iteration Control Time  : 0.020671
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApproxHalf 134.245 402863
-tensorHalfAdd 12.672 38247
-tensorHalfTanh 18.149 54427
-tensorHalfPooling 24.3017 72506
-tensorConvApproxHalf(_perf) 206.103 613524
-tensorHalfAdd 9.99068 30233
-tensorHalfTanh 11.2618 34544
-tensorHalfPooling 13.2606 40640
-tensorHalfGemmGPU 25.5346 79248
-tensorHalfAdd 0.618364 2032
-tensorHalfTanh 1.23807 4064
-tensorHalfGemmGPU 1.74402 6096
-tensorHalfAdd 0.263967 2032
-tensorHalfTanh 0.297342 2032
-tensorSoftmax 1.59817 6058
-
-Iteration Compute Time  : 461.278
-Iteration Compute Energy: 1.38855e+06
-Iteration Control Time  : 0.019648
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 135.615 406208
-tensorHalfAdd 12.827 38095
-tensorHalfTanh 18.164 54978
-tensorHalfPooling 24.8771 71632
-tensorConvApproxHalf(_perf) 201.405 595279
-tensorHalfAdd 10.0122 30157
-tensorHalfTanh 11.1384 32398
-tensorHalfPooling 12.5384 38608
-tensorHalfGemmGPU 25.4898 77102
-tensorHalfAdd 0.618971 2013
-tensorHalfTanh 1.23654 4026
-tensorHalfGemmGPU 1.70642 6039
-tensorHalfAdd 0.296062 2013
-tensorHalfTanh 0.297726 2013
-tensorSoftmax 1.60466 6039
-
-Iteration Compute Time  : 457.827
-Iteration Compute Energy: 1.3666e+06
-Iteration Control Time  : 0.018816
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 139.791 417372
-tensorHalfAdd 11.9693 34620
-tensorHalfTanh 18.2246 54208
-tensorHalfPooling 24.2476 71632
-tensorConvApproxHalf(_perf) 200.756 591641
-tensorHalfAdd 9.2687 28106
-tensorHalfTanh 11.1589 32360
-tensorHalfPooling 12.6602 38608
-tensorHalfGemmGPU 25.5622 79039
-tensorHalfAdd 0.611036 2013
-tensorHalfTanh 1.23266 4026
-tensorHalfGemmGPU 1.65797 6039
-tensorHalfAdd 0.251454 2013
-tensorHalfTanh 0.365821 2013
-tensorSoftmax 1.5933 6039
-
-Iteration Compute Time  : 459.35
-Iteration Compute Energy: 1.36973e+06
-Iteration Control Time  : 0.020032
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApproxHalf 139.463 416444
-tensorHalfAdd 11.9331 36082
-tensorHalfTanh 18.2079 52503
-tensorHalfPooling 24.3181 71632
-tensorConvApproxHalf(_perf) 199.866 591122
-tensorHalfAdd 9.2703 28163
-tensorHalfTanh 11.1113 32436
-tensorHalfPooling 12.5162 38608
-tensorHalfGemmGPU 25.5574 77216
-tensorHalfAdd 0.614427 2032
-tensorHalfTanh 1.22274 4064
-tensorHalfGemmGPU 1.70293 6096
-tensorHalfAdd 0.25411 2013
-tensorHalfTanh 0.29539 2013
-tensorSoftmax 1.60664 6039
-
-Iteration Compute Time  : 457.94
-Iteration Compute Energy: 1.36646e+06
-Iteration Control Time  : 0.022464
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApprox 162.375 486632
-tensorAdd 17.9397 50621
-tensorTanh 16.4939 49275
-tensorPooling 23.5324 69125
-tensorConvApprox 476.858 1.42718e+06
-tensorAdd 12.75 37962
-tensorTanh 10.2542 31917
-tensorPooling 12.1827 38586
-tensorGemmGPU 55.7769 174971
-tensorAdd 0.691451 2147
-tensorTanh 1.11503 4294
-tensorGemmGPU 0.986105 4294
-tensorAdd 0.251006 2147
-tensorTanh 0.27715 2147
-tensorSoftmax 1.45321 6441
-
-Iteration Compute Time  : 792.937
-Iteration Compute Energy: 2.38774e+06
-Iteration Control Time  : 0.01824
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApproxHalf 134.445 425322
-tensorHalfAdd 12.0503 37829
-tensorHalfTanh 18.1019 56943
-tensorHalfPooling 24.3045 77691
-tensorConvApproxHalf(_perf) 200.02 619020
-tensorHalfAdd 9.37785 28918
-tensorHalfTanh 11.1048 33231
-tensorHalfPooling 12.5364 39368
-tensorHalfGemmGPU 29.0251 91124
-tensorHalfAdd 0.696667 4142
-tensorHalfTanh 1.22162 4142
-tensorHalfGemmGPU 1.70565 6213
-tensorHalfAdd 0.32483 2071
-tensorHalfTanh 0.32867 2071
-tensorSoftmax 1.58028 6213
-
-Iteration Compute Time  : 456.823
-Iteration Compute Energy: 1.4343e+06
-Iteration Control Time  : 0.020032
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 5605.34
-Total Compute Energy: 1.67132e+07
-
-Total Control Time  : 0.203966
-Total Control Energy: 20590
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 5605.54
-Total Energy: 1.67337e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_3.txt
deleted file mode 100644
index 688ad88e98edeab48ff970d4050d6b9bfe2ef962..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_3.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 163.41 366157
-tensorAdd 18.6318 44019
-tensorTanh 17.0313 43147
-tensorPooling 24.1719 60084
-tensorConvApprox 478.894 1.29076e+06
-tensorAdd 13.2752 38209
-tensorTanh 11.0993 32512
-tensorPooling 12.9167 38969
-tensorGemmGPU 49.3838 151157
-tensorAdd 1.35961 4256
-tensorTanh 1.12214 4256
-tensorGemmGPU 0.897209 4102
-tensorAdd 0.835034 4102
-tensorTanh 0.87945 4102
-tensorSoftmax 2.17736 8204
-
-Iteration Compute Time  : 796.084
-Iteration Compute Energy: 2.09404e+06
-Iteration Control Time  : 0.026016
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 137.234 414638
-tensorHalfAdd 12.9404 38171
-tensorHalfTanh 18.9781 58377
-tensorHalfPooling 25.0259 76494
-tensorConvApproxHalf(_perf) 205.588 622196
-tensorHalfAdd 10.3183 30780
-tensorHalfTanh 11.7591 35169
-tensorHalfPooling 13.24 41420
-tensorHalfGemmGPU 30.2468 92119
-tensorHalfAdd 1.53929 6156
-tensorHalfTanh 1.92942 6156
-tensorHalfGemmGPU 3.32301 10260
-tensorHalfAdd 1.17874 4104
-tensorHalfTanh 1.05516 4104
-tensorSoftmax 2.24142 8208
-
-Iteration Compute Time  : 476.597
-Iteration Compute Energy: 1.44835e+06
-Iteration Control Time  : 0.018752
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApproxHalf 136.026 395693
-tensorHalfAdd 12.6496 36993
-tensorHalfTanh 18.7497 54740
-tensorHalfPooling 25.0823 72335
-tensorConvApproxHalf(_perf) 204.65 604411
-tensorHalfAdd 9.95842 30309
-tensorHalfTanh 11.1171 32512
-tensorHalfPooling 12.4688 38608
-tensorHalfGemmGPU 25.4288 77216
-tensorHalfAdd 0.608379 2032
-tensorHalfTanh 1.27333 4064
-tensorHalfGemmGPU 1.64799 6096
-tensorHalfAdd 0.253118 2032
-tensorHalfTanh 0.309213 2032
-tensorSoftmax 1.56773 6096
-
-Iteration Compute Time  : 461.791
-Iteration Compute Energy: 1.36517e+06
-Iteration Control Time  : 0.020192
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApproxHalf 135.191 390929
-tensorHalfAdd 12.6451 36689
-tensorHalfTanh 18.1177 52272
-tensorHalfPooling 24.2693 69696
-tensorConvApproxHalf(_perf) 200.587 590937
-tensorHalfAdd 10.0473 30195
-tensorHalfTanh 11.1123 32436
-tensorHalfPooling 12.4548 38608
-tensorHalfGemmGPU 25.4177 77216
-tensorHalfAdd 0.617468 2032
-tensorHalfTanh 1.22143 4064
-tensorHalfGemmGPU 1.65893 6096
-tensorHalfAdd 0.251614 2032
-tensorHalfTanh 0.295422 2032
-tensorSoftmax 1.57695 6096
-
-Iteration Compute Time  : 455.464
-Iteration Compute Energy: 1.34133e+06
-Iteration Control Time  : 0.020767
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApprox 168.255 489346
-tensorAdd 18.7038 52557
-tensorTanh 16.4551 49235
-tensorPooling 23.3356 69125
-tensorConvApprox 479.877 1.41847e+06
-tensorAdd 13.4058 42218
-tensorTanh 10.2922 29783
-tensorPooling 12.227 38646
-tensorGemmGPU 51.9051 164255
-tensorAdd 0.751323 4294
-tensorTanh 1.11884 4294
-tensorGemmGPU 0.9638 4294
-tensorAdd 0.25027 2147
-tensorTanh 0.230462 2147
-tensorSoftmax 1.43829 6441
-
-Iteration Compute Time  : 799.21
-Iteration Compute Energy: 2.37725e+06
-Iteration Control Time  : 0.020479
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 135.981 426879
-tensorHalfAdd 12.7588 39900
-tensorHalfTanh 18.1506 59052
-tensorHalfPooling 24.953 79591
-tensorConvApproxHalf(_perf) 200.268 618735
-tensorHalfAdd 10.2 30894
-tensorHalfTanh 11.1337 33136
-tensorHalfPooling 13.3679 41420
-tensorHalfGemmGPU 29.0592 91124
-tensorHalfAdd 0.676859 2071
-tensorHalfTanh 1.26066 4142
-tensorHalfGemmGPU 1.74328 6213
-tensorHalfAdd 0.328285 2071
-tensorHalfTanh 0.298846 2071
-tensorSoftmax 1.59935 6213
-
-Iteration Compute Time  : 461.78
-Iteration Compute Energy: 1.44351e+06
-Iteration Control Time  : 0.02272
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 135.325 412182
-tensorHalfAdd 11.9326 36576
-tensorHalfTanh 18.1381 57176
-tensorHalfPooling 24.2544 73292
-tensorConvApproxHalf(_perf) 199.283 599487
-tensorHalfAdd 13.2798 36538
-tensorHalfTanh 11.1269 32832
-tensorHalfPooling 12.5191 38988
-tensorHalfGemmGPU 25.5551 77976
-tensorHalfAdd 0.642683 2052
-tensorHalfTanh 1.25209 4104
-tensorHalfGemmGPU 1.79717 6156
-tensorHalfAdd 0.251838 2032
-tensorHalfTanh 0.29379 2032
-tensorSoftmax 1.61132 6096
-
-Iteration Compute Time  : 457.263
-Iteration Compute Energy: 1.38752e+06
-Iteration Control Time  : 0.020512
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApprox 162.33 489678
-tensorAdd 17.95 50933
-tensorTanh 16.4499 49489
-tensorPooling 23.5547 69790
-tensorConvApprox 472.531 1.38544e+06
-tensorAdd 12.6768 40090
-tensorTanh 10.2619 31920
-tensorPooling 13.5863 40773
-tensorGemmGPU 53.6002 168758
-tensorAdd 0.723227 4294
-tensorTanh 1.1173 4294
-tensorGemmGPU 0.977081 4294
-tensorAdd 0.27107 2147
-tensorTanh 0.22883 2147
-tensorSoftmax 1.44412 6441
-
-Iteration Compute Time  : 787.702
-Iteration Compute Energy: 2.35048e+06
-Iteration Control Time  : 0.020576
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApproxHalf 133.935 421387
-tensorHalfAdd 12.0226 37829
-tensorHalfTanh 18.2128 59052
-tensorHalfPooling 24.2456 75753
-tensorConvApproxHalf(_perf) 204.15 631693
-tensorHalfAdd 9.45932 28937
-tensorHalfTanh 11.1332 33250
-tensorHalfPooling 12.4788 39596
-tensorHalfGemmGPU 29.0186 91143
-tensorHalfAdd 0.671835 2071
-tensorHalfTanh 1.26805 4142
-tensorHalfGemmGPU 1.77995 6213
-tensorHalfAdd 0.324222 2071
-tensorHalfTanh 0.317534 2071
-tensorSoftmax 1.5924 6213
-
-Iteration Compute Time  : 460.61
-Iteration Compute Energy: 1.44142e+06
-Iteration Control Time  : 0.020384
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApprox 162.988 497903
-tensorAdd 17.946 53444
-tensorTanh 16.429 49799
-tensorPooling 23.5517 73150
-tensorConvApprox 476.647 1.43979e+06
-tensorAdd 13.4067 40223
-tensorTanh 10.2408 32035
-tensorPooling 13.0339 40793
-tensorGemmGPU 51.9817 164673
-tensorAdd 0.720667 4332
-tensorTanh 1.11577 4332
-tensorGemmGPU 0.968601 4332
-tensorAdd 0.253726 2166
-tensorTanh 0.229118 2166
-tensorSoftmax 1.43961 6479
-
-Iteration Compute Time  : 790.953
-Iteration Compute Energy: 2.41562e+06
-Iteration Control Time  : 0.019808
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 5947.45
-Total Compute Energy: 1.76647e+07
-
-Total Control Time  : 0.210206
-Total Control Energy: 20763
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 5947.66
-Total Energy: 1.76855e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_4.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_4.txt
deleted file mode 100644
index 67bde6d415ca9cd409223dfb45023664f75486b7..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_4.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 162.973 363622
-tensorAdd 18.5982 44173
-tensorTanh 17.0877 43204
-tensorPooling 24.1249 60122
-tensorConvApprox 478.31 1.29636e+06
-tensorAdd 13.2823 38266
-tensorTanh 11.0375 32512
-tensorPooling 12.9259 38969
-tensorGemmGPU 49.4297 151083
-tensorAdd 1.18242 4102
-tensorTanh 1.91535 6153
-tensorGemmGPU 0.897369 4102
-tensorAdd 0.828986 4102
-tensorTanh 0.88265 4102
-tensorSoftmax 2.17986 8204
-
-Iteration Compute Time  : 795.656
-Iteration Compute Energy: 2.09907e+06
-Iteration Control Time  : 0.029024
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 136.063 410724
-tensorHalfAdd 12.9163 38209
-tensorHalfTanh 18.8801 58377
-tensorHalfPooling 24.9177 74481
-tensorConvApproxHalf(_perf) 205.312 619674
-tensorHalfAdd 10.2737 30780
-tensorHalfTanh 11.1281 33117
-tensorHalfPooling 12.4173 39349
-tensorHalfGemmGPU 29.4788 90970
-tensorHalfAdd 0.764154 4142
-tensorHalfTanh 1.28553 4142
-tensorHalfGemmGPU 1.74443 6213
-tensorHalfAdd 0.412349 2052
-tensorHalfTanh 0.303709 2052
-tensorSoftmax 1.623 6156
-
-Iteration Compute Time  : 467.52
-Iteration Compute Energy: 1.42044e+06
-Iteration Control Time  : 0.020128
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApprox 163.939 479031
-tensorAdd 18.6801 53145
-tensorTanh 16.4103 49793
-tensorPooling 23.4477 69790
-tensorConvApprox 477.678 1.42927e+06
-tensorAdd 13.3843 40203
-tensorTanh 10.2544 31985
-tensorPooling 12.2093 38646
-tensorGemmGPU 51.9475 164578
-tensorAdd 0.712571 4332
-tensorTanh 1.11561 4332
-tensorGemmGPU 0.978969 4332
-tensorAdd 0.25059 2166
-tensorTanh 0.227582 2147
-tensorSoftmax 1.4318 6441
-
-Iteration Compute Time  : 792.667
-Iteration Compute Energy: 2.38019e+06
-Iteration Control Time  : 0.023168
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApprox 167.778 526771
-tensorAdd 18.5769 57170
-tensorTanh 16.403 53300
-tensorPooling 24.1663 77325
-tensorConvApprox 474.637 1.4572e+06
-tensorAdd 13.2894 40496
-tensorTanh 10.2561 32243
-tensorPooling 13.0711 41154
-tensorGemmGPU 48.4941 154641
-tensorAdd 0.589372 2166
-tensorTanh 1.12281 4332
-tensorGemmGPU 0.906777 4332
-tensorAdd 0.18691 2166
-tensorTanh 0.236735 2166
-tensorSoftmax 1.43631 6498
-
-Iteration Compute Time  : 791.151
-Iteration Compute Energy: 2.46196e+06
-Iteration Control Time  : 0.020736
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApprox 168.206 532871
-tensorAdd 18.602 57265
-tensorTanh 16.4759 53615
-tensorPooling 23.3175 75145
-tensorConvApprox 478.968 1.4746e+06
-tensorAdd 13.2749 40556
-tensorTanh 10.2677 32281
-tensorPooling 12.991 41154
-tensorGemmGPU 49.3005 157073
-tensorAdd 0.5911 2166
-tensorTanh 1.12092 4332
-tensorGemmGPU 0.893689 4332
-tensorAdd 0.185567 2166
-tensorTanh 0.236542 2166
-tensorSoftmax 1.43775 6498
-
-Iteration Compute Time  : 795.869
-Iteration Compute Energy: 2.48622e+06
-Iteration Control Time  : 0.021568
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 135.101 427946
-tensorHalfAdd 12.7944 40071
-tensorHalfTanh 18.1247 56943
-tensorHalfPooling 24.89 80142
-tensorConvApproxHalf(_perf) 200.855 625290
-tensorHalfAdd 10.1442 31065
-tensorHalfTanh 11.8101 35416
-tensorHalfPooling 13.1179 41800
-tensorHalfGemmGPU 28.9919 91371
-tensorHalfAdd 0.758298 4142
-tensorHalfTanh 1.22921 4142
-tensorHalfGemmGPU 1.6749 6213
-tensorHalfAdd 0.320318 2071
-tensorHalfTanh 0.296062 2071
-tensorSoftmax 1.57272 6213
-
-Iteration Compute Time  : 461.68
-Iteration Compute Energy: 1.4549e+06
-Iteration Control Time  : 0.02208
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 137.06 418458
-tensorHalfAdd 11.9699 36636
-tensorHalfTanh 18.1498 57456
-tensorHalfPooling 24.2633 73692
-tensorConvApproxHalf(_perf) 199.204 604579
-tensorHalfAdd 9.26639 28410
-tensorHalfTanh 11.123 32692
-tensorHalfPooling 12.4709 38988
-tensorHalfGemmGPU 25.4862 77596
-tensorHalfAdd 0.617115 2032
-tensorHalfTanh 1.27951 4064
-tensorHalfGemmGPU 1.68799 6096
-tensorHalfAdd 0.667035 2032
-tensorHalfTanh 0.367998 2032
-tensorSoftmax 4.15533 12192
-
-Iteration Compute Time  : 457.768
-Iteration Compute Energy: 1.39696e+06
-Iteration Control Time  : 0.021536
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApproxHalf 133.514 401334
-tensorHalfAdd 11.9083 36234
-tensorHalfTanh 18.1506 56592
-tensorHalfPooling 24.2063 72658
-tensorConvApproxHalf(_perf) 199.468 596358
-tensorHalfAdd 9.35734 28182
-tensorHalfTanh 11.1399 32474
-tensorHalfPooling 12.4622 38608
-tensorHalfGemmGPU 25.5755 77216
-tensorHalfAdd 0.628956 2032
-tensorHalfTanh 1.22767 4064
-tensorHalfGemmGPU 1.67627 6096
-tensorHalfAdd 0.25027 2032
-tensorHalfTanh 0.297342 2032
-tensorSoftmax 1.59765 6096
-
-Iteration Compute Time  : 451.461
-Iteration Compute Energy: 1.36201e+06
-Iteration Control Time  : 0.019776
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApproxHalf 133.806 400777
-tensorHalfAdd 11.9229 36139
-tensorHalfTanh 18.1738 54351
-tensorHalfPooling 24.2185 72468
-tensorConvApproxHalf(_perf) 202.658 604920
-tensorHalfAdd 9.37235 28182
-tensorHalfTanh 11.1228 32493
-tensorHalfPooling 12.437 38608
-tensorHalfGemmGPU 25.5278 77216
-tensorHalfAdd 0.606492 2032
-tensorHalfTanh 1.21721 4064
-tensorHalfGemmGPU 1.67768 6096
-tensorHalfAdd 0.245214 2032
-tensorHalfTanh 0.293118 2032
-tensorSoftmax 1.58965 6096
-
-Iteration Compute Time  : 454.869
-Iteration Compute Energy: 1.36751e+06
-Iteration Control Time  : 0.022208
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApproxHalf 133.076 396599
-tensorHalfAdd 11.9333 36101
-tensorHalfTanh 18.108 56364
-tensorHalfPooling 24.036 72468
-tensorConvApproxHalf(_perf) 203.084 595928
-tensorHalfAdd 9.29228 28182
-tensorHalfTanh 11.1691 32474
-tensorHalfPooling 12.4506 38608
-tensorHalfGemmGPU 25.5061 77216
-tensorHalfAdd 0.606427 2032
-tensorHalfTanh 1.22559 4064
-tensorHalfGemmGPU 1.61852 6096
-tensorHalfAdd 0.287966 2032
-tensorHalfTanh 0.297822 2032
-tensorSoftmax 1.61292 6096
-
-Iteration Compute Time  : 454.305
-Iteration Compute Energy: 1.35629e+06
-Iteration Control Time  : 0.021887
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 5922.95
-Total Compute Energy: 1.77855e+07
-
-Total Control Time  : 0.222111
-Total Control Energy: 20781
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 5923.17
-Total Energy: 1.78063e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_5.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_5.txt
deleted file mode 100644
index 6ca4b5e15d5d8aaf4eb30077b58a61e4be8d4ffa..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_5.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 163.018 363780
-tensorAdd 18.6282 43673
-tensorTanh 16.4221 41535
-tensorPooling 24.1834 60160
-tensorConvApprox 480.232 1.29475e+06
-tensorAdd 13.3373 38190
-tensorTanh 10.2794 30461
-tensorPooling 12.9808 38950
-tensorGemmGPU 49.5565 153094
-tensorAdd 1.29474 4102
-tensorTanh 1.11887 4102
-tensorGemmGPU 0.910456 4102
-tensorAdd 0.193822 2051
-tensorTanh 0.233086 2051
-tensorSoftmax 1.58389 6153
-
-Iteration Compute Time  : 793.973
-Iteration Compute Energy: 2.08715e+06
-Iteration Control Time  : 0.030816
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 136.747 413011
-tensorHalfAdd 12.9743 38190
-tensorHalfTanh 18.1579 54351
-tensorHalfPooling 24.9176 74481
-tensorConvApproxHalf(_perf) 204.79 618259
-tensorHalfAdd 10.3496 30837
-tensorHalfTanh 11.9221 37278
-tensorHalfPooling 13.2938 41420
-tensorHalfGemmGPU 30.3768 94670
-tensorHalfAdd 1.44181 6156
-tensorHalfTanh 1.98123 6156
-tensorHalfGemmGPU 1.76744 6156
-tensorHalfAdd 0.423901 2052
-tensorHalfTanh 0.293758 2052
-tensorSoftmax 1.66613 6156
-
-Iteration Compute Time  : 471.104
-Iteration Compute Energy: 1.43122e+06
-Iteration Control Time  : 0.020768
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApproxHalf 134.472 392502
-tensorHalfAdd 12.68 37031
-tensorHalfTanh 18.9943 56695
-tensorHalfPooling 27.4443 80155
-tensorConvApproxHalf(_perf) 199.505 592561
-tensorHalfAdd 9.96833 28315
-tensorHalfTanh 11.1071 32512
-tensorHalfPooling 12.477 38608
-tensorHalfGemmGPU 25.5044 77216
-tensorHalfAdd 0.632923 2032
-tensorHalfTanh 1.28716 4064
-tensorHalfGemmGPU 1.72715 6096
-tensorHalfAdd 0.252958 2032
-tensorHalfTanh 0.305502 2032
-tensorSoftmax 1.58335 6096
-
-Iteration Compute Time  : 457.941
-Iteration Compute Energy: 1.35795e+06
-Iteration Control Time  : 0.02064
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApproxHalf 134.786 400023
-tensorHalfAdd 12.6256 36708
-tensorHalfTanh 18.1076 52272
-tensorHalfPooling 24.1164 69696
-tensorConvApproxHalf(_perf) 199.774 592602
-tensorHalfAdd 10.0783 30195
-tensorHalfTanh 11.1085 32493
-tensorHalfPooling 12.4516 38608
-tensorHalfGemmGPU 25.4349 77216
-tensorHalfAdd 0.613658 2032
-tensorHalfTanh 1.21964 4064
-tensorHalfGemmGPU 1.67 6096
-tensorHalfAdd 0.247262 2032
-tensorHalfTanh 0.303901 2032
-tensorSoftmax 1.59039 6096
-
-Iteration Compute Time  : 454.127
-Iteration Compute Energy: 1.35216e+06
-Iteration Control Time  : 0.019904
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApproxHalf 138.694 412589
-tensorHalfAdd 12.6267 36101
-tensorHalfTanh 18.1568 53735
-tensorHalfPooling 24.145 69696
-tensorConvApproxHalf(_perf) 199.771 590918
-tensorHalfAdd 9.26053 28125
-tensorHalfTanh 11.2093 32322
-tensorHalfPooling 12.5001 38608
-tensorHalfGemmGPU 29.3521 89408
-tensorHalfAdd 0.643483 2032
-tensorHalfTanh 1.22511 4064
-tensorHalfGemmGPU 1.79407 6096
-tensorHalfAdd 0.255134 2013
-tensorHalfTanh 0.300734 2013
-tensorSoftmax 1.59768 6039
-
-Iteration Compute Time  : 461.532
-Iteration Compute Energy: 1.37376e+06
-Iteration Control Time  : 0.021215
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 133.217 398346
-tensorHalfAdd 12.0171 36101
-tensorHalfTanh 18.132 56364
-tensorHalfPooling 24.1709 72468
-tensorConvApproxHalf(_perf) 199.05 592537
-tensorHalfAdd 9.25608 28163
-tensorHalfTanh 11.1027 32398
-tensorHalfPooling 12.7311 38608
-tensorHalfGemmGPU 25.4186 77216
-tensorHalfAdd 0.613275 2032
-tensorHalfTanh 1.21845 4026
-tensorHalfGemmGPU 1.64011 6039
-tensorHalfAdd 0.296062 2013
-tensorHalfTanh 0.307742 2013
-tensorSoftmax 1.57848 6039
-
-Iteration Compute Time  : 450.75
-Iteration Compute Energy: 1.35436e+06
-Iteration Control Time  : 0.019488
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 133.529 398156
-tensorHalfAdd 11.9806 36063
-tensorHalfTanh 18.1461 54351
-tensorHalfPooling 24.2592 72468
-tensorConvApproxHalf(_perf) 202.762 600780
-tensorHalfAdd 9.27816 28182
-tensorHalfTanh 11.1312 32417
-tensorHalfPooling 12.3405 38608
-tensorHalfGemmGPU 25.5264 77216
-tensorHalfAdd 0.621307 2032
-tensorHalfTanh 1.22751 4064
-tensorHalfGemmGPU 1.60485 6096
-tensorHalfAdd 0.24883 2032
-tensorHalfTanh 0.350557 2032
-tensorSoftmax 1.58002 6096
-
-Iteration Compute Time  : 454.587
-Iteration Compute Energy: 1.36059e+06
-Iteration Control Time  : 0.019968
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApproxHalf 133.419 398612
-tensorHalfAdd 11.9351 36139
-tensorHalfTanh 18.2118 56364
-tensorHalfPooling 24.2765 74481
-tensorConvApproxHalf(_perf) 202.898 605913
-tensorHalfAdd 9.27429 28182
-tensorHalfTanh 11.1121 32474
-tensorHalfPooling 12.4544 38608
-tensorHalfGemmGPU 25.4944 77216
-tensorHalfAdd 0.612859 2032
-tensorHalfTanh 1.22642 4064
-tensorHalfGemmGPU 1.62232 6096
-tensorHalfAdd 0.249086 2032
-tensorHalfTanh 0.301853 2032
-tensorSoftmax 1.5837 6058
-
-Iteration Compute Time  : 454.672
-Iteration Compute Energy: 1.3703e+06
-Iteration Control Time  : 0.020799
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApproxHalf 133.127 396542
-tensorHalfAdd 11.9115 36139
-tensorHalfTanh 18.1818 54351
-tensorHalfPooling 24.3213 74481
-tensorConvApproxHalf(_perf) 198.631 591290
-tensorHalfAdd 9.25621 26169
-tensorHalfTanh 11.1169 32417
-tensorHalfPooling 12.4611 38608
-tensorHalfGemmGPU 25.4479 77216
-tensorHalfAdd 0.63337 2032
-tensorHalfTanh 1.22341 4064
-tensorHalfGemmGPU 1.60037 6096
-tensorHalfAdd 0.253502 2032
-tensorHalfTanh 0.294877 2032
-tensorSoftmax 1.57208 6096
-
-Iteration Compute Time  : 450.033
-Iteration Compute Energy: 1.34956e+06
-Iteration Control Time  : 0.020416
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApproxHalf 137.008 408677
-tensorHalfAdd 11.9348 36101
-tensorHalfTanh 18.1561 54351
-tensorHalfPooling 24.2875 74481
-tensorConvApproxHalf(_perf) 198.806 594013
-tensorHalfAdd 9.25563 28182
-tensorHalfTanh 11.1171 32417
-tensorHalfPooling 12.4655 38608
-tensorHalfGemmGPU 25.5315 77216
-tensorHalfAdd 0.664634 2032
-tensorHalfTanh 1.22437 4064
-tensorHalfGemmGPU 1.69016 6077
-tensorHalfAdd 0.24707 2013
-tensorHalfTanh 0.309598 2013
-tensorSoftmax 1.57711 6039
-
-Iteration Compute Time  : 454.275
-Iteration Compute Energy: 1.36628e+06
-Iteration Control Time  : 0.0464
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 4902.99
-Total Compute Energy: 1.44034e+07
-
-Total Control Time  : 0.240414
-Total Control Energy: 20264
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 4903.23
-Total Energy: 1.44236e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_6.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_6.txt
deleted file mode 100644
index ad803fe86c26e408b527146e4f242a609be254c7..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_6.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 162.552 363086
-tensorAdd 18.6369 43981
-tensorTanh 17.1017 43223
-tensorPooling 24.0009 60217
-tensorConvApprox 479.318 1.29461e+06
-tensorAdd 13.2868 38190
-tensorTanh 10.967 32455
-tensorPooling 13.0608 38855
-tensorGemmGPU 53.4547 163309
-tensorAdd 1.24844 4102
-tensorTanh 1.94552 6153
-tensorGemmGPU 0.906137 4102
-tensorAdd 0.8558 4102
-tensorTanh 0.885369 4102
-tensorSoftmax 2.19006 8204
-
-Iteration Compute Time  : 800.411
-Iteration Compute Energy: 2.1087e+06
-Iteration Control Time  : 0.027296
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 136.108 410358
-tensorHalfAdd 12.9377 38152
-tensorHalfTanh 18.8236 58377
-tensorHalfPooling 24.9182 74462
-tensorConvApproxHalf(_perf) 201.302 606667
-tensorHalfAdd 10.2775 30818
-tensorHalfTanh 11.124 33136
-tensorHalfPooling 12.3969 39349
-tensorHalfGemmGPU 29.4131 90739
-tensorHalfAdd 0.760889 4142
-tensorHalfTanh 1.28322 4142
-tensorHalfGemmGPU 1.76911 6213
-tensorHalfAdd 0.412317 2071
-tensorHalfTanh 0.302397 2052
-tensorSoftmax 1.60133 6156
-
-Iteration Compute Time  : 463.431
-Iteration Compute Energy: 1.40683e+06
-Iteration Control Time  : 0.018816
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApproxHalf 135.105 395656
-tensorHalfAdd 12.6396 37088
-tensorHalfTanh 18.1221 54740
-tensorHalfPooling 24.929 72335
-tensorConvApproxHalf(_perf) 204.308 605417
-tensorHalfAdd 9.97336 30404
-tensorHalfTanh 11.1127 32632
-tensorHalfPooling 12.5051 38988
-tensorHalfGemmGPU 25.4348 77316
-tensorHalfAdd 0.607483 2032
-tensorHalfTanh 1.27065 4064
-tensorHalfGemmGPU 1.60994 6096
-tensorHalfAdd 0.252862 2032
-tensorHalfTanh 0.307197 2032
-tensorSoftmax 1.56754 6096
-
-Iteration Compute Time  : 459.745
-Iteration Compute Energy: 1.36693e+06
-Iteration Control Time  : 0.020192
-Iteration Control Energy: 2032
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApproxHalf 134.891 398349
-tensorHalfAdd 12.6273 36727
-tensorHalfTanh 18.1042 52272
-tensorHalfPooling 24.1816 69696
-tensorConvApproxHalf(_perf) 204.012 602394
-tensorHalfAdd 9.36127 26169
-tensorHalfTanh 11.1243 32474
-tensorHalfPooling 12.4425 38608
-tensorHalfGemmGPU 25.5261 77216
-tensorHalfAdd 0.616475 2032
-tensorHalfTanh 1.23119 4064
-tensorHalfGemmGPU 1.68043 6096
-tensorHalfAdd 0.254238 2032
-tensorHalfTanh 0.295806 2032
-tensorSoftmax 1.58104 6096
-
-Iteration Compute Time  : 457.929
-Iteration Compute Energy: 1.35626e+06
-Iteration Control Time  : 0.018752
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApproxHalf 133.314 398707
-tensorHalfAdd 11.9233 36120
-tensorHalfTanh 18.1632 54351
-tensorHalfPooling 24.158 69696
-tensorConvApproxHalf(_perf) 199.133 591758
-tensorHalfAdd 9.27083 28163
-tensorHalfTanh 11.2015 32379
-tensorHalfPooling 12.454 38608
-tensorHalfGemmGPU 25.5628 77216
-tensorHalfAdd 0.664251 2032
-tensorHalfTanh 1.23266 4064
-tensorHalfGemmGPU 1.72447 6096
-tensorHalfAdd 0.25299 2032
-tensorHalfTanh 0.290589 2032
-tensorSoftmax 1.58136 6039
-
-Iteration Compute Time  : 450.927
-Iteration Compute Energy: 1.34929e+06
-Iteration Control Time  : 0.020256
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApproxHalf 137.25 408563
-tensorHalfAdd 12.0143 36120
-tensorHalfTanh 18.1302 54120
-tensorHalfPooling 24.2428 69696
-tensorConvApproxHalf(_perf) 199.214 591368
-tensorHalfAdd 9.28207 28182
-tensorHalfTanh 11.1236 32455
-tensorHalfPooling 12.5042 38608
-tensorHalfGemmGPU 25.509 77216
-tensorHalfAdd 0.633083 2032
-tensorHalfTanh 1.21903 4064
-tensorHalfGemmGPU 1.6044 6096
-tensorHalfAdd 0.288125 2013
-tensorHalfTanh 0.297565 2013
-tensorSoftmax 1.57308 6039
-
-Iteration Compute Time  : 454.885
-Iteration Compute Energy: 1.35858e+06
-Iteration Control Time  : 0.020384
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApproxHalf 137.381 408525
-tensorHalfAdd 11.9908 36082
-tensorHalfTanh 18.1377 56364
-tensorHalfPooling 24.2643 69696
-tensorConvApproxHalf(_perf) 198.815 589323
-tensorHalfAdd 9.24504 28182
-tensorHalfTanh 11.1149 32417
-tensorHalfPooling 12.352 38608
-tensorHalfGemmGPU 25.5203 77216
-tensorHalfAdd 0.617307 2032
-tensorHalfTanh 1.22588 4064
-tensorHalfGemmGPU 1.61675 6096
-tensorHalfAdd 0.252318 2032
-tensorHalfTanh 0.332669 2032
-tensorSoftmax 1.57666 6039
-
-Iteration Compute Time  : 454.443
-Iteration Compute Energy: 1.35871e+06
-Iteration Control Time  : 0.020768
-Iteration Control Energy: 2013
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApprox 162.547 486919
-tensorAdd 17.9582 52623
-tensorTanh 16.458 51200
-tensorPooling 23.218 69125
-tensorConvApprox 479.038 1.43327e+06
-tensorAdd 13.4543 42104
-tensorTanh 10.2963 31882
-tensorPooling 12.2841 38551
-tensorGemmGPU 57.3555 179227
-tensorAdd 0.73801 4294
-tensorTanh 1.14325 4294
-tensorGemmGPU 1.08729 4294
-tensorAdd 0.263678 2147
-tensorTanh 0.236255 2147
-tensorSoftmax 1.4484 6441
-
-Iteration Compute Time  : 797.527
-Iteration Compute Energy: 2.40852e+06
-Iteration Control Time  : 0.022912
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApprox 165.343 520679
-tensorAdd 18.5904 56981
-tensorTanh 16.4486 53200
-tensorPooling 24.2456 76608
-tensorConvApprox 477.017 1.46114e+06
-tensorAdd 13.3219 40452
-tensorTanh 10.2788 32209
-tensorPooling 17.1059 54055
-tensorGemmGPU 49.3632 156427
-tensorAdd 0.604923 2166
-tensorTanh 1.12159 4332
-tensorGemmGPU 0.955416 4332
-tensorAdd 0.197758 2166
-tensorTanh 0.222718 2166
-tensorSoftmax 1.45279 6498
-
-Iteration Compute Time  : 796.269
-Iteration Compute Energy: 2.47342e+06
-Iteration Control Time  : 0.019264
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApproxHalf 135.028 429145
-tensorHalfAdd 12.8114 40033
-tensorHalfTanh 18.9878 61161
-tensorHalfPooling 25.0871 80123
-tensorConvApproxHalf(_perf) 204.52 633821
-tensorHalfAdd 10.1796 31027
-tensorHalfTanh 11.7114 35359
-tensorHalfPooling 13.3019 41648
-tensorHalfGemmGPU 28.96 89053
-tensorHalfAdd 0.680058 2071
-tensorHalfTanh 1.22005 4142
-tensorHalfGemmGPU 1.70706 6213
-tensorHalfAdd 0.367581 2071
-tensorHalfTanh 0.305821 2071
-tensorSoftmax 1.57608 6213
-
-Iteration Compute Time  : 466.443
-Iteration Compute Energy: 1.46415e+06
-Iteration Control Time  : 0.020352
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 5602.01
-Total Compute Energy: 1.66514e+07
-
-Total Control Time  : 0.208992
-Total Control Energy: 20571
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 5602.22
-Total Energy: 1.6672e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_7.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_7.txt
deleted file mode 100644
index 779359086df941474440e3ffeeb0ac05ebf9d700..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/profile_info_7.txt
+++ /dev/null
@@ -1,263 +0,0 @@
-Iteration 0
-tensorConvApprox 163.494 367303
-tensorAdd 18.6439 45842
-tensorTanh 17.1035 43204
-tensorPooling 24.2469 60141
-tensorConvApprox 480.525 1.3013e+06
-tensorAdd 13.3334 40184
-tensorTanh 10.9159 32493
-tensorPooling 12.7913 36880
-tensorGemmGPU 53.2923 161298
-tensorAdd 1.23868 4102
-tensorTanh 1.93208 6153
-tensorGemmGPU 1.81378 6153
-tensorAdd 0.93033 4102
-tensorTanh 0.803579 4102
-tensorSoftmax 2.19544 8204
-
-Iteration Compute Time  : 803.26
-Iteration Compute Energy: 2.12146e+06
-Iteration Control Time  : 0.026976
-Iteration Control Energy: 2051
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 1
-tensorConvApproxHalf 137.432 411755
-tensorHalfAdd 12.956 38133
-tensorHalfTanh 18.752 56364
-tensorHalfPooling 25.0744 76494
-tensorConvApproxHalf(_perf) 200.599 604485
-tensorHalfAdd 10.2441 30780
-tensorHalfTanh 11.1254 33060
-tensorHalfPooling 12.4343 39349
-tensorHalfGemmGPU 29.5879 91067
-tensorHalfAdd 0.765979 4104
-tensorHalfTanh 1.28271 4104
-tensorHalfGemmGPU 1.73103 6156
-tensorHalfAdd 0.397469 2052
-tensorHalfTanh 0.304126 2052
-tensorSoftmax 1.5989 6156
-
-Iteration Compute Time  : 464.286
-Iteration Compute Energy: 1.40611e+06
-Iteration Control Time  : 0.021888
-Iteration Control Energy: 2052
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 2
-tensorConvApprox 163.988 478695
-tensorAdd 18.7161 55060
-tensorTanh 16.4025 49679
-tensorPooling 24.1843 71784
-tensorConvApprox 481.998 1.44264e+06
-tensorAdd 13.4172 40223
-tensorTanh 10.2639 32034
-tensorPooling 12.9959 40831
-tensorGemmGPU 51.9291 164616
-tensorAdd 0.698459 2166
-tensorTanh 1.1166 4332
-tensorGemmGPU 0.981209 4332
-tensorAdd 0.250078 2166
-tensorTanh 0.235006 2166
-tensorSoftmax 1.44543 6498
-
-Iteration Compute Time  : 798.622
-Iteration Compute Energy: 2.39722e+06
-Iteration Control Time  : 0.022976
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 3
-tensorConvApprox 164.225 518328
-tensorAdd 18.5916 57133
-tensorTanh 16.3966 53220
-tensorPooling 24.2573 76608
-tensorConvApprox 477.821 1.46633e+06
-tensorAdd 13.3054 40489
-tensorTanh 10.252 32224
-tensorPooling 13.1161 41154
-tensorGemmGPU 48.5074 154660
-tensorAdd 0.597916 2166
-tensorTanh 1.12502 4332
-tensorGemmGPU 0.898042 4332
-tensorAdd 0.181887 2166
-tensorTanh 0.236158 2166
-tensorSoftmax 1.44383 6498
-
-Iteration Compute Time  : 790.955
-Iteration Compute Energy: 2.4618e+06
-Iteration Control Time  : 0.020352
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 4
-tensorConvApproxHalf 135.233 427575
-tensorHalfAdd 12.8085 40071
-tensorHalfTanh 18.1573 59052
-tensorHalfPooling 24.9365 78033
-tensorConvApproxHalf(_perf) 203.885 632491
-tensorHalfAdd 10.1478 31046
-tensorHalfTanh 11.8577 35397
-tensorHalfPooling 13.1052 41800
-tensorHalfGemmGPU 29.7129 93423
-tensorHalfAdd 1.46281 6213
-tensorHalfTanh 1.99154 6213
-tensorHalfGemmGPU 1.75951 6213
-tensorHalfAdd 0.336478 2071
-tensorHalfTanh 0.299422 2071
-tensorSoftmax 1.57324 6213
-
-Iteration Compute Time  : 467.267
-Iteration Compute Energy: 1.46788e+06
-Iteration Control Time  : 0.042048
-Iteration Control Energy: 2071
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 5
-tensorConvApprox 163.847 498891
-tensorAdd 18.7213 53358
-tensorTanh 16.4142 49850
-tensorPooling 24.2151 71974
-tensorConvApprox 479.34 1.44079e+06
-tensorAdd 13.41 42294
-tensorTanh 10.2495 31986
-tensorPooling 13.085 40793
-tensorGemmGPU 52.7795 166725
-tensorAdd 0.703291 2147
-tensorTanh 1.1207 4294
-tensorGemmGPU 0.97945 4294
-tensorAdd 0.255166 2147
-tensorTanh 0.235647 2147
-tensorSoftmax 1.45237 6441
-
-Iteration Compute Time  : 796.809
-Iteration Compute Energy: 2.41813e+06
-Iteration Control Time  : 0.050815
-Iteration Control Energy: 2147
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 6
-tensorConvApprox 166.346 524396
-tensorAdd 17.8438 55043
-tensorTanh 16.4353 53273
-tensorPooling 23.2919 75177
-tensorConvApprox 472.802 1.48158e+06
-tensorAdd 12.5574 38394
-tensorTanh 10.26 32262
-tensorPooling 13.8354 43320
-tensorGemmGPU 48.4915 154910
-tensorAdd 0.594556 2166
-tensorTanh 1.11433 4332
-tensorGemmGPU 0.905626 4332
-tensorAdd 0.178335 2166
-tensorTanh 0.231166 2166
-tensorSoftmax 1.43842 6498
-
-Iteration Compute Time  : 786.325
-Iteration Compute Energy: 2.48001e+06
-Iteration Control Time  : 0.046688
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 7
-tensorConvApprox 166.583 526610
-tensorAdd 18.6205 57304
-tensorTanh 16.4579 53612
-tensorPooling 24.2594 77323
-tensorConvApprox 477.59 1.5012e+06
-tensorAdd 13.2992 40637
-tensorTanh 10.2747 32338
-tensorPooling 13.0858 41192
-tensorGemmGPU 48.4933 155135
-tensorAdd 0.588988 2166
-tensorTanh 1.12422 4332
-tensorGemmGPU 0.89945 4351
-tensorAdd 0.181087 2166
-tensorTanh 0.238111 2166
-tensorSoftmax 1.4414 6498
-
-Iteration Compute Time  : 793.137
-Iteration Compute Energy: 2.50703e+06
-Iteration Control Time  : 0.020032
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 8
-tensorConvApprox 163.98 519509
-tensorAdd 18.5845 57390
-tensorTanh 16.4635 53655
-tensorPooling 24.1905 77321
-tensorConvApprox 478.268 1.50257e+06
-tensorAdd 13.2876 40625
-tensorTanh 10.2652 32338
-tensorPooling 13.099 41154
-tensorGemmGPU 49.3054 157187
-tensorAdd 1.47084 6498
-tensorTanh 1.99208 6498
-tensorGemmGPU 0.908602 4332
-tensorAdd 0.178079 2166
-tensorTanh 0.235646 2166
-tensorSoftmax 1.44735 6498
-
-Iteration Compute Time  : 793.676
-Iteration Compute Energy: 2.50991e+06
-Iteration Control Time  : 0.019904
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-Iteration 9
-tensorConvApprox 168.03 531297
-tensorAdd 18.5783 57304
-tensorTanh 16.3906 53557
-tensorPooling 24.3896 77307
-tensorConvApprox 474.326 1.46606e+06
-tensorAdd 13.3157 40558
-tensorTanh 10.2533 32262
-tensorPooling 13.0167 41154
-tensorGemmGPU 49.3172 156997
-tensorAdd 0.594684 2166
-tensorTanh 1.12038 4332
-tensorGemmGPU 0.907834 4332
-tensorAdd 0.184735 2166
-tensorTanh 0.256223 2166
-tensorSoftmax 1.44962 6498
-
-Iteration Compute Time  : 792.131
-Iteration Compute Energy: 2.47816e+06
-Iteration Control Time  : 0.020992
-Iteration Control Energy: 2166
-Iteration Config Time  : 0
-Iteration Control Energy: 0
-
-
-
-
-Total Compute Time  : 7286.47
-Total Compute Energy: 2.22477e+07
-
-Total Control Time  : 0.292671
-Total Control Energy: 21298
-
-Total Config Time  : 0
-Total Config Energy: 0
-
-Total Time  : 7286.76
-Total Energy: 2.2269e+07
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index 867149a24c90667003d03aac364a3186364e30b0..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,3289 +0,0 @@
-3892.7644
-+++++
-conf1 1 1 99.69 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu mul fp32 1 add fp32 1 tanh fp32 1
-4 gpu mul fp32 1 add fp32 1 tanh fp32 1
-5 gpu softmax fp32 1
------
-+++++
-conf1 2.2424602151859223 2.3516130290965056 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf2 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf3 1.76832700628324 1.901896341147434 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf4 1.7918644636938195 1.9442242720045264 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf5 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf6 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf7 1.7671469724333422 1.917778269998924 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf8 2.3394232562799684 2.469503907350719 99.099998 0.8850029999999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf9 1.8373850507266136 1.9723390238766905 99.580002 0.5099980000000045
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf10 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf11 1.7722637911575443 1.9074898268312048 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf12 2.282412858096991 2.39150191094286 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf13 1.7722637911575443 1.9074898268312048 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf14 1.7722637911575443 1.9074898268312048 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf15 2.318904110254915 2.4392894075751843 99.099998 0.8850029999999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf16 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf17 2.3179844881010188 2.4359035423381563 99.260002 0.6449969999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf18 1.5933234976387702 1.6853550168145652 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf19 1.5933234976387702 1.6853550168145652 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf20 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf21 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf22 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf23 2.3438151330697887 2.475421708200585 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf24 1.7722637911575443 1.9074898268312048 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf25 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf26 2.3124515125442713 2.4327415133854235 99.339996 0.5250059999999976
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf27 1.8003253217792408 1.952895186094545 99.300003 0.5849954999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf28 2.471764908955017 2.629906161679195 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf29 1.7722637911575443 1.9074898268312048 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf30 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf31 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf32 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf33 2.3438151330697887 2.475421708200585 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf34 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf35 1.7971256368066495 1.9336509010411982 99.620003 0.4699970000000008
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf36 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf37 1.7707804099375486 1.9217467423526968 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf38 2.3438151330697887 2.475421708200585 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf39 2.3688729463293146 2.4861669159463022 99.059998 0.9450030000000069
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf40 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf41 1.7707804099375486 1.9217467423526968 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf42 2.3438151330697887 2.475421708200585 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf43 2.318904110254915 2.4392894075751843 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf44 1.7671469724333422 1.917778269998924 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf45 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf46 1.76832700628324 1.901896341147434 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf47 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf48 2.2424602151859223 2.3516130290965056 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf49 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf50 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf51 2.3438151330697887 2.475421708200585 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf52 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf53 1.5933234976387702 1.6853550168145652 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf54 1.7977894252405915 1.932399514812304 99.440002 0.6499979999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf55 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf56 1.7722637911575443 1.9074898268312048 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf57 2.3394232562799684 2.469503907350719 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf58 2.476275181662205 2.6062354049641323 99.300003 0.5849954999999909
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf59 2.3103292505382247 2.4303841868341927 99.459999 0.6300010000000015
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf60 2.3665757248980355 2.4873776645747077 99.18 0.7649999999999864
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf61 2.520588890656041 2.680892638720169 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf62 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf63 2.4666978565788185 2.5961026038352837 99.32 0.5550000000000068
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf64 1.76832700628324 1.901896341147434 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf65 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf66 1.7722637911575443 1.9074898268312048 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf67 1.8453579367380357 1.9996658493726032 99.5 0.5899999999999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf68 2.3179844881010188 2.4359035423381563 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf69 2.3438151330697887 2.475421708200585 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf70 1.8400339639872496 1.993695355555831 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf71 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf72 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf73 1.7707804099375486 1.9217467423526968 99.480003 0.6099970000000013
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf74 2.3394232562799684 2.469503907350719 99.300003 0.5849954999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf75 2.3925272396231576 2.52495960982531 99.300003 0.5849954999999909
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf76 1.76832700628324 1.901896341147434 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf77 2.3883277316868647 2.5055947628439696 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf78 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf79 2.264874971349532 2.3844540370213236 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf80 2.236581238025282 2.4192675673224646 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf81 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf82 1.76832700628324 1.901896341147434 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf83 2.365617911044083 2.483857081593157 99.220001 0.7049985000000021
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf84 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf85 1.6156858532437595 1.7081719334564571 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf86 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf87 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf88 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf89 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf90 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf91 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf92 2.3394232562799684 2.469503907350719 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf93 1.794696899244332 1.9473776455895404 99.559998 0.5300020000000046
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf94 1.7707804099375486 1.9217467423526968 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf95 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf96 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf97 1.76832700628324 1.901896341147434 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf98 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf99 1.5933234976387702 1.6853550168145652 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf100 1.5933234976387702 1.6853550168145652 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf101 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf102 1.5933234976387702 1.6853550168145652 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf103 2.3438151330697887 2.475421708200585 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf104 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf105 1.76832700628324 1.901896341147434 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf106 2.395856801428864 2.5273465590638002 99.199997 0.7350045000000023
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf107 2.264874971349532 2.3844540370213236 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf108 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf109 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf110 1.5933234976387702 1.6853550168145652 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf111 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf112 1.76832700628324 1.901896341147434 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf113 2.3179844881010188 2.4359035423381563 99.300003 0.5849954999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf114 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf115 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf116 1.7707804099375486 1.9217467423526968 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf117 1.7722637911575443 1.9074898268312048 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf118 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf119 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf120 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf121 1.8426936836142642 1.978182104278199 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf122 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf123 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf124 1.7707804099375486 1.9217467423526968 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf125 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf126 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf127 1.613389915920326 1.7057451857915726 99.660004 0.42999599999999705
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf128 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf129 1.5933234976387702 1.6853550168145652 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf130 2.264874971349532 2.3844540370213236 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf131 1.796569755861184 1.9487971631483418 99.300003 0.5849954999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf132 1.7707804099375486 1.9217467423526968 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf133 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf134 2.3179844881010188 2.4359035423381563 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf135 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf136 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf137 2.38293919181304 2.513529888568971 99.120003 0.8549955000000011
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf138 1.7707804099375486 1.9217467423526968 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf139 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf140 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf141 1.8361110832365586 1.9894244981558402 99.459999 0.6300010000000015
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf142 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf143 2.264874971349532 2.3844540370213236 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf144 2.264874971349532 2.3844540370213236 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf145 2.3394232562799684 2.469503907350719 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf146 1.7722637911575443 1.9074898268312048 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf147 1.7671469724333422 1.917778269998924 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf148 2.490901078044113 2.654856861077285 98.400002 1.9349969999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf149 1.7999747428792812 1.9367700420818135 99.559998 0.5300020000000046
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf150 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf151 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf152 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf153 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf154 1.7707804099375486 1.9217467423526968 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf155 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf156 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf157 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf158 2.3179844881010188 2.4359035423381563 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf159 1.7722637911575443 1.9074898268312048 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf160 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf161 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf162 2.4381042069535237 2.552671164446977 99.059998 0.9450030000000069
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf163 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf164 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf165 1.7707804099375486 1.9217467423526968 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf166 1.7959140261686042 1.93100377652271 99.620003 0.4699970000000008
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf167 1.76832700628324 1.901896341147434 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf168 2.3438151330697887 2.475421708200585 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf169 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf170 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf171 1.7707804099375486 1.9217467423526968 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf172 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf173 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf174 2.2424602151859223 2.3516130290965056 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf175 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf176 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf177 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf178 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf179 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf180 2.4713733853437496 2.5996764541517536 98.980003 1.064995500000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf181 2.2424602151859223 2.3516130290965056 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf182 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf183 1.76832700628324 1.901896341147434 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf184 1.7722637911575443 1.9074898268312048 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf185 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf186 1.7707804099375486 1.9217467423526968 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf187 2.4666978565788185 2.5961026038352837 99.32 0.5550000000000068
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf188 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf189 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf190 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf191 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf192 2.520588890656041 2.680892638720169 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf193 2.3688729463293146 2.4861669159463022 99.059998 0.9450030000000069
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf194 2.318904110254915 2.4392894075751843 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf195 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf196 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf197 2.3134338121873514 2.4325955944276765 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf198 2.4484856085259574 2.566214247759731 99.080002 0.9149970000000067
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf199 1.7722637911575443 1.9074898268312048 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf200 2.3179844881010188 2.4359035423381563 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf201 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf202 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf203 2.28909002209035 2.3985664456033207 99.199997 0.7350045000000023
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf204 1.5933234976387702 1.6853550168145652 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf205 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf206 2.318904110254915 2.4392894075751843 99.099998 0.8850029999999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf207 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf208 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf209 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf210 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf211 1.796569755861184 1.9487971631483418 99.300003 0.5849954999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf212 2.305637567286691 2.4254745368151474 98.940002 1.1249969999999863
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf213 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf214 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf215 2.2424602151859223 2.3516130290965056 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf216 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf217 1.7707804099375486 1.9217467423526968 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf218 1.617203570761474 1.7092640391904992 99.440002 0.6499979999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf219 2.490901078044113 2.654856861077285 98.480003 1.814995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf220 1.7722637911575443 1.9074898268312048 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf221 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf222 2.361653060025063 2.482235291742778 99.5 0.5899999999999977
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf223 1.6491733177305514 1.7404379972532742 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf224 1.653448812917235 1.744986250010684 99.540001 0.549998999999994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf225 1.5933234976387702 1.6853550168145652 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf226 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf227 1.76832700628324 1.901896341147434 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf228 2.3879510890168407 2.5188028806548646 98.980003 1.064995500000002
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf229 2.3634162716293186 2.4693574111652623 99.220001 0.7049985000000021
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf230 2.318904110254915 2.4392894075751843 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf231 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf232 1.8416356938262592 1.9783551826616732 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf233 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf234 2.471764908955017 2.629906161679195 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf235 2.264874971349532 2.3844540370213236 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf236 1.5933234976387702 1.6853550168145652 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf237 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf238 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf239 2.3912679173697455 2.5211781981859485 98.800003 1.334995499999991
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf240 1.76832700628324 1.901896341147434 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf241 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf242 2.3438151330697887 2.475421708200585 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf243 2.264874971349532 2.3844540370213236 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf244 1.801858636865969 1.9381741316137273 99.419998 0.670001999999991
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf245 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf246 2.282964341478065 2.4689900529167694 98.519997 1.7550044999999912
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf247 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf248 1.76832700628324 1.901896341147434 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf249 1.7707804099375486 1.9217467423526968 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf250 1.6156858532437595 1.7081719334564571 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf251 2.490901078044113 2.654856861077285 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf252 2.2424602151859223 2.3516130290965056 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf253 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf254 1.7959772956368267 1.9488908114668104 97.860001 2.7449985000000012
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf255 1.7671469724333422 1.917778269998924 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf256 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf257 1.7722637911575443 1.9074898268312048 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf258 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf259 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf260 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf261 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf262 2.490901078044113 2.654856861077285 97.980003 2.564995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf263 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf264 2.5459907217057274 2.71191950378427 98.099998 2.3850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf265 2.490901078044113 2.654856861077285 98.080002 2.4149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf266 1.76832700628324 1.901896341147434 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf267 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf268 2.490901078044113 2.654856861077285 98.480003 1.814995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf269 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf270 2.3132251559296804 2.5020880900277502 98.139999 2.325001499999992
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf271 1.7722637911575443 1.9074898268312048 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf272 2.3179844881010188 2.4359035423381563 99.260002 0.6449969999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf273 1.5933234976387702 1.6853550168145652 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf274 1.7999747428792812 1.9367700420818135 99.559998 0.5300020000000046
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf275 2.2424602151859223 2.3516130290965056 98.0 2.5349999999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf276 1.8453579367380357 1.9996658493726032 99.5 0.5899999999999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf277 2.2424602151859223 2.3516130290965056 98.959999 1.0950015000000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf278 2.2424602151859223 2.3516130290965056 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf279 2.282964341478065 2.4689900529167694 98.519997 1.7550044999999912
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf280 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf281 2.264874971349532 2.3844540370213236 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf282 1.7671469724333422 1.917778269998924 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf283 1.76832700628324 1.901896341147434 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf284 2.476275181662205 2.6062354049641323 99.300003 0.5849954999999909
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf285 1.7722637911575443 1.9074898268312048 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf286 2.3546905084487038 2.460259140894104 99.660004 0.42999599999999705
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf287 2.2900525705353068 2.3984245974584666 98.599998 1.6350029999999975
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf288 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf289 2.3688729463293146 2.4861669159463022 99.059998 0.9450030000000069
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf290 1.5933234976387702 1.6853550168145652 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf291 1.7707804099375486 1.9217467423526968 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf292 2.3438151330697887 2.475421708200585 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf293 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf294 2.3394232562799684 2.469503907350719 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf295 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf296 2.533555344702426 2.698385956337353 98.599998 1.6350029999999975
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf297 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf298 1.7707804099375486 1.9217467423526968 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf299 1.8373850507266136 1.9723390238766905 99.580002 0.5099980000000045
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf300 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf301 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf302 2.264874971349532 2.3844540370213236 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf303 2.3179844881010188 2.4359035423381563 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf304 2.361653060025063 2.482235291742778 99.5 0.5899999999999977
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf305 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf306 2.3394232562799684 2.469503907350719 98.82 1.3050000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf307 2.264874971349532 2.3844540370213236 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf308 2.490901078044113 2.654856861077285 97.82 2.805000000000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf309 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf310 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf311 2.282412858096991 2.39150191094286 99.279999 0.6150014999999911
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf312 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf313 2.318904110254915 2.4392894075751843 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf314 1.5933234976387702 1.6853550168145652 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf315 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf316 2.236581238025282 2.4192675673224646 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf317 1.7984446310033653 1.9514696943846825 99.580002 0.5099980000000045
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf318 2.3438151330697887 2.475421708200585 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf319 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf320 1.7977894252405915 1.932399514812304 99.440002 0.6499979999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf321 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf322 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf323 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf324 1.84141234647948 1.9953694014699788 99.5 0.5899999999999977
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf325 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf326 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf327 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf328 1.76832700628324 1.901896341147434 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf329 2.461833866401951 2.5895944913834774 98.940002 1.1249969999999863
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf330 2.447460359580093 2.5624671289238377 99.18 0.7649999999999864
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf331 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf332 2.3394232562799684 2.469503907350719 99.300003 0.5849954999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf333 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf334 2.4666978565788185 2.5961026038352837 99.32 0.5550000000000068
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf335 2.3394232562799684 2.469503907350719 99.099998 0.8850029999999975
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf336 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf337 2.484421334970585 2.647711396487564 98.059998 2.445003000000007
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf338 2.490901078044113 2.654856861077285 98.580002 1.6649970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf339 1.7671469724333422 1.917778269998924 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf340 2.490901078044113 2.654856861077285 98.419998 1.9050029999999865
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf341 2.490901078044113 2.654856861077285 98.0 2.5349999999999966
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf342 2.3394232562799684 2.469503907350719 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf343 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf344 2.490901078044113 2.654856861077285 98.400002 1.9349969999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf345 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf346 1.796569755861184 1.9487971631483418 99.300003 0.5849954999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf347 1.7671469724333422 1.917778269998924 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf348 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf349 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf350 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf351 2.3634162716293186 2.4693574111652623 98.980003 1.064995500000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf352 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf353 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf354 1.76832700628324 1.901896341147434 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf355 1.7722637911575443 1.9074898268312048 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf356 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf357 1.7707804099375486 1.9217467423526968 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf358 2.3438151330697887 2.475421708200585 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf359 2.2424602151859223 2.3516130290965056 98.82 1.3050000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf360 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf361 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf362 2.3179844881010188 2.4359035423381563 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf363 1.7722637911575443 1.9074898268312048 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf364 1.7722637911575443 1.9074898268312048 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf365 2.2424602151859223 2.3516130290965056 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf366 1.7971256368066495 1.9336509010411982 99.620003 0.4699970000000008
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf367 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf368 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf369 2.318904110254915 2.4392894075751843 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf370 2.4484856085259574 2.566214247759731 99.080002 0.9149970000000067
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf371 2.3438151330697887 2.475421708200585 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf372 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf373 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf374 1.7722637911575443 1.9074898268312048 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf375 2.549761454004024 2.714673214420985 97.940002 2.6249969999999863
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf376 2.4713733853437496 2.5996764541517536 98.980003 1.064995500000002
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf377 2.3179844881010188 2.4359035423381563 99.279999 0.6150014999999911
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf378 1.653448812917235 1.744986250010684 99.540001 0.549998999999994
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf379 1.5933234976387702 1.6853550168145652 99.699997 0.39000300000000154
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf380 2.3883277316868647 2.5055947628439696 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf381 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf382 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf383 1.8003253217792408 1.952895186094545 99.300003 0.5849954999999909
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf384 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf385 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf386 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf387 1.7959140261686042 1.93100377652271 99.620003 0.4699970000000008
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf388 1.5933234976387702 1.6853550168145652 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf389 2.3179844881010188 2.4359035423381563 99.300003 0.5849954999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf390 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf391 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf392 1.7722637911575443 1.9074898268312048 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf393 1.5933234976387702 1.6853550168145652 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf394 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf395 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf396 1.8426936836142642 1.978182104278199 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf397 2.28909002209035 2.3985664456033207 99.32 0.5550000000000068
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf398 2.2424602151859223 2.3516130290965056 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf399 2.3879510890168407 2.5188028806548646 98.980003 1.064995500000002
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf400 2.484421334970585 2.647711396487564 98.040001 2.474998499999991
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf401 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf402 2.3438151330697887 2.475421708200585 99.300003 0.5849954999999909
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf403 2.318904110254915 2.4392894075751843 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf404 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf405 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf406 2.2424602151859223 2.3516130290965056 98.400002 1.9349969999999956
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf407 1.8469689529664848 1.9842340164514076 99.559998 0.5300020000000046
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf408 1.7671469724333422 1.917778269998924 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf409 1.7671469724333422 1.917778269998924 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf410 1.8416356938262592 1.9783551826616732 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index 00ec26962beeac4763aa3202cf1893d4c5ebc90c..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,905 +0,0 @@
-3892.7644
-+++++
-conf1 1 1 99.69 0.0
-1 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-2 gpu conv fp32 1 add fp32 1 tanh fp32 1 pool_max fp32 1
-3 gpu mul fp32 1 add fp32 1 tanh fp32 1
-4 gpu mul fp32 1 add fp32 1 tanh fp32 1
-5 gpu softmax fp32 1
------
-+++++
-conf1 2.303005797030618 2.4670399910266365 99.400002 0.6899979999999971
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf2 2.355552170836991 2.5233289757304753 99.040001 0.974998499999991
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf3 2.0949719902971577 2.2771351360841487 99.68 0.4099999999999909
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf4 2.163628845830489 2.3504789217564044 99.660004 0.42999599999999705
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf5 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf6 2.099399985856641 2.283708698137969 99.599998 0.4900019999999984
-1 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf7 2.374069583067994 2.5396129790928677 99.080002 0.9149970000000067
-1 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf8 2.373897299359471 2.5387177280953144 99.239998 0.6750029999999967
-1 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf9 2.3491351420389024 2.5122119922042034 99.199997 0.7350045000000023
-1 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf10 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf11 2.1371316914342855 2.3236069930269374 99.559998 0.5300020000000046
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf12 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf13 2.1831208572890266 2.3716439237993594 99.639999 0.45000099999999466
-1 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf14 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf15 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf16 2.350866132062169 2.5172504822940365 99.160004 0.7949939999999955
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf17 2.350867707934204 2.514480930787857 99.379997 0.46500449999999205
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf18 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf19 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf20 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf21 2.520588890656041 2.680892638720169 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf22 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf23 2.2700356216853184 2.4307274679722313 99.360001 0.49499850000000123
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf24 2.301739314090962 2.46528522892307 99.32 0.5550000000000068
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf25 2.156148431206965 2.3418864796590384 99.519997 0.5700029999999942
-1 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf26 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf27 2.163627510987709 2.3528988042466445 99.68 0.4099999999999909
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf28 2.0701213488653942 2.249688351936475 99.559998 0.5300020000000046
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf29 2.270193159321409 2.4315481633831157 99.080002 0.9149970000000067
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf30 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf31 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf32 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf33 2.12194524993772 2.307436396727475 99.620003 0.4699970000000008
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf34 2.162161189407705 2.3484961883212994 99.620003 0.4699970000000008
-1 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf35 2.0744448089612058 2.2561041807330926 99.599998 0.4900019999999984
-1 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf36 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf37 2.167452570749456 2.3574366975868486 99.540001 0.549998999999994
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf38 2.275235495354312 2.4382191660387242 99.339996 0.5250059999999976
-1 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf39 2.0652057598493614 2.244173410728445 99.599998 0.4900019999999984
-1 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf40 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf41 2.1357010512825063 2.3193132132266077 99.559998 0.5300020000000046
-1 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf42 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf43 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf44 2.13713299378422 2.321246956692257 99.599998 0.4900019999999984
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf45 2.096454466325894 2.2792588171514945 99.599998 0.4900019999999984
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf46 2.303167944240485 2.4678853945182473 99.080002 0.9149970000000067
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf47 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf48 2.089937818654107 2.271484975542515 99.639999 0.45000099999999466
-1 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf49 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf50 2.286165522616665 2.4520266445681203 98.400002 1.9349969999999956
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf51 2.319609357956284 2.4889831682077372 98.540001 1.724998499999991
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf52 2.303167944240485 2.4678853945182473 99.080002 0.9149970000000067
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf53 2.163628845830489 2.3504789217564044 99.660004 0.42999599999999705
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf54 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf55 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf56 2.3019012830056362 2.4661294299953886 98.900002 1.1849969999999956
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf57 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf58 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf59 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf60 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf61 2.355382564128982 2.522445166630359 99.220001 0.7049985000000021
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf62 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf63 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf64 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf65 2.0701213488653942 2.249688351936475 99.559998 0.5300020000000046
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf66 2.373897299359471 2.5387177280953144 99.239998 0.6750029999999967
-1 gpu conv perf 30 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf67 2.140863560532567 2.3280324967272477 99.459999 0.6300010000000015
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf68 2.2641261354762854 2.4242904749456886 99.360001 0.49499850000000123
-1 gpu conv perf 24 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf69 2.1371316914342855 2.3236069930269374 99.559998 0.5300020000000046
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf70 2.520588890656041 2.680892638720169 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf71 2.275235495354312 2.4382191660387242 99.339996 0.5250059999999976
-1 gpu conv perf 25 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf72 2.301739314090962 2.46528522892307 99.32 0.5550000000000068
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf73 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf74 2.3510366650293064 2.5153591667421287 99.019997 1.0050044999999912
-1 gpu conv perf 29 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf75 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf76 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf77 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf78 2.3139891520601723 2.48270164155265 98.440002 1.8749969999999863
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf79 2.350866132062169 2.5172504822940365 99.160004 0.7949939999999955
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf80 2.490901078044113 2.654856861077285 98.480003 1.814995500000002
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf81 2.2700356216853184 2.4307274679722313 99.360001 0.49499850000000123
-1 gpu conv perf 23 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf82 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf83 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf84 2.3491351420389024 2.5122119922042034 99.199997 0.7350045000000023
-1 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf85 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf86 2.3493038501774737 2.5130886436471425 99.0 1.0349999999999966
-1 gpu conv perf 28 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf87 2.282964341478065 2.4689900529167694 98.519997 1.7550044999999912
-1 gpu conv samp 35 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf88 2.303005797030618 2.4670399910266365 99.400002 0.6899979999999971
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf89 2.37275278353836 2.5453896012413444 97.760002 2.8949969999999965
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf90 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf91 2.301739314090962 2.46528522892307 99.32 0.5550000000000068
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf92 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf93 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf94 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf95 2.319609357956284 2.4889831682077372 98.540001 1.724998499999991
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf96 2.368169556066685 2.540100083362924 97.82 2.805000000000007
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf97 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf98 2.3183245528201337 2.487197062988843 98.459999 1.8450015000000022
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf99 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf100 2.12194524993772 2.307436396727475 99.620003 0.4699970000000008
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf101 2.3623118701519323 2.5335582355603328 97.699997 2.9850045000000023
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf102 2.355552170836991 2.5233289757304753 99.040001 0.974998499999991
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf103 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf104 2.350866132062169 2.5172504822940365 99.160004 0.7949939999999955
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf105 2.167452570749456 2.3574366975868486 99.540001 0.549998999999994
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf106 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf107 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 21 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf108 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf109 2.140863560532567 2.3280324967272477 99.459999 0.6300010000000015
-1 gpu conv perf 26 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 31 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf110 2.163627510987709 2.3528988042466445 99.68 0.4099999999999909
-1 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf111 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
-+++++
-conf112 2.3127105636014247 2.4809245370413024 98.18 2.2649999999999864
-1 gpu conv perf 22 add fp16 1 tanh fp16 1 pool_max fp16 1
-2 gpu conv perf 27 add fp16 1 tanh fp16 1 pool_max fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index cbec93ffe438bcacb8a0dabf854d30a49bde3184..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,13969 +0,0 @@
-3892.7644
-+++++
-conf1 1 1 99.69 0.0
-1 gpu conv fp32 1 add fp32 1 pool_max fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 pool_max fp32 1 tanh fp32 1
-3 gpu mul fp32 1 add fp32 1 tanh fp32 1
-4 gpu mul fp32 1 add fp32 1 tanh fp32 1
-5 gpu softmax fp32 1
------
-+++++
-conf1 4.653884743634862 5.217024558424273 99.5865002 0.5034997999999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf2 2.391742296577694 2.615815831026791 99.401499275 0.6885007249999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf3 2.556756172899682 2.792099678431816 99.302000275 0.5819995875000004
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf4 4.653884743634862 5.217024558424273 99.545499375 0.5445006249999921
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf5 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf6 2.662665581968905 2.863824809124184 99.04700025 0.964499625000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf7 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf8 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf9 4.653884743634862 5.217024558424273 99.631001025 0.4589989749999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf10 2.662665581968905 2.863824809124184 99.2549994 0.6525008999999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf11 5.380146929220165 6.225804684145235 99.50250035 0.5874996499999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf12 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf13 2.391742296577694 2.615815831026791 99.38799915 0.4530012749999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf14 4.8499541916341675 5.442043385574021 99.5614995 0.5285005000000013
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf15 4.653884743634862 5.206002137644246 99.594499925 0.4955000750000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf16 2.424976517247188 2.652997102939453 99.4655008 0.6244991999999968
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf17 2.6628823311383902 2.864964083918047 98.991999975 1.0470000374999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf18 5.380146929220165 6.225804684145235 99.41749905 0.6725009499999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf19 4.653884743634862 5.206002137644246 99.51449975 0.5755002499999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf20 4.653884743634862 5.217024558424273 99.5669999 0.5230000999999987
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf21 5.380146929220165 6.162678824743443 99.543499725 0.546500274999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf22 5.380146929220165 6.162678824743443 99.4755007 0.6144993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf23 2.662665581968905 2.863824809124184 99.31599945 0.5610008249999865
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf24 2.424976517247188 2.652997102939453 99.405499825 0.6845001749999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf25 2.5198392304824284 2.7509474352494356 99.37349895 0.4747515749999991
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf26 5.380146929220165 6.225804684145235 99.494500325 0.5954996749999936
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf27 4.863655744699398 5.453143638818352 99.417499625 0.6725003749999928
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf28 2.6628823311383902 2.864964083918047 99.026998925 0.9945016124999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf29 2.391742296577694 2.615815831026791 99.370499525 0.4792507124999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf30 5.380146929220165 6.225804684145235 99.5040001 0.5859998999999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf31 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf32 5.616003549771427 6.444364596009864 99.5900006 0.49999940000000154
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf33 4.653884743634862 5.217024558424273 99.612000375 0.4779996250000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf34 5.2069290627649565 5.834177657763433 99.558499875 0.5315001250000023
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf35 4.653884743634862 5.217024558424273 99.56849965 0.521500349999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf36 6.074817479621943 7.029933411029088 99.267000425 0.6344993624999873
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf37 5.380146929220165 6.225804684145235 99.50099985 0.5890001499999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf38 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf39 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf40 2.6628823311383902 2.864964083918047 99.027499025 0.9937514625000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf41 5.380146929220165 6.225804684145235 99.554999675 0.535000324999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf42 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf43 4.8293247338410845 5.417488445539594 99.7254995 0.3645004999999998
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf44 4.653884743634862 5.217024558424273 99.57699975 0.5130002499999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf45 5.380146929220165 6.225804684145235 99.5009999 0.5890001000000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf46 2.391742296577694 2.615815831026791 99.376999825 0.46950026249999866
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf47 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf48 6.074817479621943 6.969208746876125 99.269500375 0.6307494374999862
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf49 5.2069290627649565 5.7991525899754865 99.5865002 0.5034997999999945
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf50 6.074817479621943 7.050047158642672 99.25849995 0.6472500749999952
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf51 5.380146929220165 6.225804684145235 99.54949965 0.5405003499999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf52 2.4372453132287224 2.665265444931263 99.10999975 0.8700003749999965
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf53 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf54 5.164763156480132 5.770101014488654 99.33499915 0.5325012749999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf55 5.380146929220165 6.162678824743443 99.513499725 0.5765002749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf56 2.662665581968905 2.863824809124184 99.3519992 0.5070012000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf57 4.653884743634862 5.217024558424273 99.475999775 0.6140002249999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf58 5.164763156480132 5.783644635107075 99.3189995 0.5565007499999908
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf59 2.424976517247188 2.652997102939453 99.479500975 0.6104990250000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf60 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf61 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf62 4.653884743634862 5.172625253206155 99.540999075 0.5490009249999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf63 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf64 4.653884743634862 5.217024558424273 99.615501 0.474499000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf65 4.653884743634862 5.217024558424273 99.585999975 0.5040000250000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf66 4.653884743634862 5.217024558424273 99.515000025 0.5749999749999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf67 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf68 5.380146929220165 6.214964386587844 99.425999975 0.6640000250000014
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf69 2.8351867002774247 3.0416572873650125 98.901499925 1.1827501125000026
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf70 2.7345077590066698 2.9452168334244235 98.265500075 2.136749887499988
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf71 4.653884743634862 5.217024558424273 99.63050095 0.45949904999999946
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf72 2.6628823311383902 2.864964083918047 98.91149985 1.167750224999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf73 5.380146929220165 6.210113893781532 99.46900055 0.6209994499999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf74 2.490901078044113 2.654856861077285 98.580002 1.6649970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf75 2.391742296577694 2.615815831026791 99.371499325 0.4777510124999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf76 2.391742296577694 2.615815831026791 99.390999175 0.6990008249999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf77 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf78 5.380146929220165 6.225804684145235 99.49949955 0.5905004500000018
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf79 2.4717652542409985 2.7038761350360896 99.21099945 0.7185008249999925
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf80 5.380146929220165 6.225804684145235 99.517499475 0.5725005250000038
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf81 5.380146929220165 6.225804684145235 99.542999375 0.547000625000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf82 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf83 4.863655744699398 5.44110205613251 99.418500225 0.6714997749999952
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf84 5.380146929220165 6.225804684145235 99.50099985 0.5890001499999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf85 5.380146929220165 6.162678824743443 99.521499575 0.5685004249999907
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf86 5.380146929220165 6.185935652415193 99.419500275 0.6704997249999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf87 2.4424885025506455 2.6711950388540733 99.37749925 0.46875112499999716
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf88 5.380146929220165 6.214964386587844 99.565499625 0.5245003749999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf89 5.380146929220165 6.225804684145235 99.453000325 0.6369996749999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf90 2.540294267473839 2.70580793582969 98.440002 1.8749969999999863
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf91 5.380146929220165 6.225804684145235 99.43249995 0.6575000500000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf92 5.380146929220165 6.162678824743443 99.473000375 0.6169996249999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf93 2.6628823311383902 2.864964083918047 98.878998975 1.216501537499994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf94 6.1332362342154845 7.1047319186284295 99.442000525 0.6479994750000003
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf95 5.662484149976 6.565034296207201 99.33249975 0.5362503750000016
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf96 5.164763156480132 5.770101014488654 99.336998575 0.5295021375000033
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf97 5.2069290627649565 5.834177657763433 99.5710002 0.5189997999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf98 5.380146929220165 6.185935652415193 99.51799975 0.5720002499999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf99 2.7259380711946983 2.9315293079659885 99.01849985 1.007250225
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf100 2.719182908239587 2.9232021255057368 99.4895 0.600499999999991
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf101 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf102 5.662484149976 6.565034296207201 99.341499625 0.5227505625000006
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf103 2.424976517247188 2.652997102939453 99.438500325 0.651499674999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf104 2.391742296577694 2.615815831026791 99.4235 0.6664999999999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf105 2.662665581968905 2.863824809124184 99.00049975 1.034250374999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf106 5.616003549771427 6.513425431139061 99.590500925 0.49949907499999713
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf107 5.380146929220165 6.162678824743443 99.5274999 0.5625001000000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf108 5.380146929220165 6.225804684145235 99.495500375 0.5944996249999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf109 5.380146929220165 6.225804684145235 99.495000225 0.5949997749999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf110 4.653884743634862 5.217024558424273 99.5875 0.5024999999999921
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf111 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf112 5.643920762061073 6.531592925067336 99.4235004 0.6664996000000031
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf113 5.380146929220165 6.210113893781532 99.519499875 0.5705001250000038
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf114 2.725710935900783 2.9303364888421144 99.22599905 0.6960014249999986
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf115 2.662665581968905 2.863824809124184 99.38249875 0.4612518750000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf116 2.391742296577694 2.615815831026791 99.387499325 0.4537510125000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf117 4.653884743634862 5.217024558424273 99.4889999 0.6010001000000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf118 2.4771581835902237 2.709978969605373 99.3574979 0.49875314999999887
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf119 5.662484149976 6.5475894076410945 99.338499075 0.5272513874999945
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf120 2.8351867002774247 3.0416572873650125 98.909499725 1.1707504124999915
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf121 5.643920762061073 6.4791403355229615 99.425500575 0.6644994249999968
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf122 5.380146929220165 6.210113893781532 99.51799975 0.5720002499999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf123 5.643920762061073 6.548952565189377 99.41449975 0.6755002499999933
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf124 5.380146929220165 6.162678824743443 99.5164998 0.5735001999999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf125 5.380146929220165 6.225804684145235 99.469500325 0.6204996749999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf126 5.380146929220165 6.210113893781532 99.522999375 0.567000625
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf127 4.653884743634862 5.217024558424273 99.618499975 0.4715000249999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf128 2.391742296577694 2.615815831026791 99.382999475 0.46050078749998846
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf129 5.380146929220165 6.225804684145235 99.513499725 0.5765002749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf130 5.380146929220165 6.225804684145235 99.449999925 0.6400000749999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf131 2.684885051083305 2.8934364005483477 98.300999875 2.083500187499993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf132 4.8499541916341675 5.430050722045764 99.563499475 0.5265005249999973
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf133 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf134 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf135 2.5392215820727304 2.7044640047899375 98.139999 2.325001499999992
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf136 5.380146929220165 6.162678824743443 99.47600045 0.613999549999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf137 4.653884743634862 5.172625253206155 99.5514998 0.5385001999999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf138 5.164763156480132 5.774288270675061 99.3254996 0.5467505999999958
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf139 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf140 4.653884743634862 5.172625253206155 99.5814995 0.508500499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf141 2.391742296577694 2.615815831026791 99.417499875 0.6725001249999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf142 5.380146929220165 6.210113893781532 99.5164998 0.5735001999999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf143 2.424976517247188 2.652997102939453 99.466500825 0.6234991750000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf144 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf145 4.8499541916341675 5.393749180260384 99.573499525 0.5165004749999952
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf146 4.8293247338410845 5.409278422108838 99.722999925 0.3670000750000014
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf147 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf148 4.653884743634862 5.217024558424273 99.5589999 0.5310000999999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf149 5.380146929220165 6.225804684145235 99.414999925 0.6750000749999941
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf150 4.653884743634862 5.206002137644246 99.56849935 0.5215006500000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf151 4.653884743634862 5.206002137644246 99.616000475 0.47399952499999076
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf152 6.1332362342154845 7.1047319186284295 99.4435006 0.6464994000000047
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf153 2.44486063603253 2.67404292632492 98.314999825 2.062500262499995
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf154 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf155 2.6628823311383902 2.864964083918047 98.911000225 1.168499662500004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf156 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf157 2.662665581968905 2.863824809124184 99.39599955 0.6940004499999987
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf158 4.653884743634862 5.206002137644246 99.46750085 0.6224991500000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf159 4.653884743634862 5.172625253206155 99.461000775 0.6289992249999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf160 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf161 2.662665581968905 2.863824809124184 99.007999825 1.0230002624999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf162 5.2069290627649565 5.834177657763433 99.5534999 0.5365000999999922
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf163 2.424976517247188 2.652997102939453 99.43850055 0.6514994499999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf164 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf165 2.6301488740509615 2.79415964758139 97.879997 2.715004499999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf166 6.074817479621943 7.050047158642672 99.2590004 0.6464993999999891
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf167 2.6628823311383902 2.864964083918047 98.98099975 1.0635003750000038
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf168 2.567047052801013 2.8038236739305122 99.372998825 0.4755017625000022
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf169 5.380146929220165 6.210113893781532 99.4364997 0.6535002999999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf170 2.860142299478968 3.0737695767587696 97.885499575 2.7067506375000008
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf171 2.484421334970585 2.647711396487564 97.900002 2.6849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf172 2.8351867002774247 3.0416572873650125 98.90100005 1.1834999250000067
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf173 2.8226389357982513 3.0278648572329327 98.326998875 2.044501687499995
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf174 4.653884743634862 5.217024558424273 99.4730004 0.6169995999999941
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf175 6.074817479621943 7.029933411029088 99.25650025 0.6502496249999936
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf176 2.391742296577694 2.615815831026791 99.40049935 0.6895006499999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf177 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf178 2.391742296577694 2.615815831026791 99.375999275 0.47100108749999947
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf179 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf180 5.164763156480132 5.72912758207104 99.341498825 0.5227517624999933
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf181 5.380146929220165 6.225804684145235 99.451500425 0.6384995749999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf182 2.662665581968905 2.863824809124184 99.094000075 0.8939998875000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf183 5.164763156480132 5.783644635107075 99.31999995 0.5550000750000024
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf184 2.424976517247188 2.652997102939453 99.373498975 0.47475153749999066
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf185 2.424976517247188 2.652997102939453 99.47200125 0.6179987499999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf186 4.653884743634862 5.217024558424273 99.582000275 0.5079997249999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf187 5.380146929220165 6.162678824743443 99.5244993 0.5655006999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf188 6.1332362342154845 7.125276589389433 99.459000325 0.6309996749999925
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf189 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf190 5.380146929220165 6.225804684145235 99.472500875 0.6174991250000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf191 2.6773582880153732 2.8849510243490473 97.651000575 3.0584991375
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf192 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf193 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf194 4.653884743634862 5.217024558424273 99.551 0.5389999999999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf195 2.391742296577694 2.615815831026791 99.423000075 0.6669999249999933
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf196 5.380146929220165 6.162678824743443 99.475500725 0.6144992749999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf197 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf198 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf199 5.380146929220165 6.225804684145235 99.517000075 0.5729999249999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf200 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf201 5.380146929220165 6.162678824743443 99.437000325 0.6529996749999981
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf202 5.380146929220165 6.225804684145235 99.437500275 0.6524997249999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf203 2.834940994975147 3.0403731838566554 99.188499275 0.7522510874999995
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf204 2.490901078044113 2.654856861077285 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf205 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf206 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf207 6.1332362342154845 7.125276589389433 99.440500775 0.6494992249999939
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf208 2.6628823311383902 2.864964083918047 98.98650045 1.0552493250000055
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf209 4.653884743634862 5.217024558424273 99.559499725 0.5305002750000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf210 5.380146929220165 6.225804684145235 99.559999775 0.5300002250000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf211 5.380146929220165 6.210113893781532 99.5089997 0.5810002999999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf212 5.662484149976 6.5475894076410945 99.332999675 0.535500487500002
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf213 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf214 2.7194089568215025 2.9243891423135997 99.316000575 0.5609991374999908
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf215 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf216 4.653884743634862 5.217024558424273 99.5844996 0.5055003999999969
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf217 2.4372453132287224 2.665265444931263 99.1250007 0.847498949999995
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf218 2.4424885025506455 2.6711950388540733 99.381998825 0.4620017625000017
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf219 5.380146929220165 6.225804684145235 99.42000025 0.6699997499999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf220 5.643920762061073 6.548952565189377 99.416 0.6740000000000009
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf221 5.380146929220165 6.225804684145235 99.5324998 0.5575002000000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf222 2.5198392304824284 2.7509474352494356 99.3659991 0.4860013500000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf223 4.653884743634862 5.172625253206155 99.59350015 0.49649985000000074
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf224 6.074817479621943 6.969208746876125 99.272000525 0.626999212500003
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf225 5.380146929220165 6.225804684145235 99.46450015 0.6254998499999914
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf226 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf227 5.380146929220165 6.225804684145235 99.49450015 0.5954998500000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf228 5.164763156480132 5.72912758207104 99.334998975 0.5325015374999893
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf229 5.380146929220165 6.225804684145235 99.5029999 0.5870000999999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf230 4.653884743634862 5.217024558424273 99.57099965 0.5190003499999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf231 5.380146929220165 6.225804684145235 99.4249999 0.6650000999999947
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf232 4.653884743634862 5.217024558424273 99.64550045 0.44449954999999763
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf233 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf234 5.380146929220165 6.225804684145235 99.455500425 0.634499575000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf235 2.424976517247188 2.652997102939453 99.4455007 0.6444993000000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf236 5.380146929220165 6.210113893781532 99.430500375 0.6594996250000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf237 4.863655744699398 5.404653096844462 99.431500125 0.6584998749999983
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf238 6.074817479621943 7.050047158642672 99.259000225 0.6464996625000055
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf239 5.164763156480132 5.783644635107075 99.331999675 0.5370004874999879
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf240 4.653884743634862 5.206002137644246 99.561499925 0.528500074999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf241 5.662484149976 6.565034296207201 99.344999375 0.5175009374999959
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf242 5.380146929220165 6.210113893781532 99.524499625 0.5655003749999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf243 2.6628823311383902 2.864964083918047 99.0039994 1.0290008999999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf244 5.380146929220165 6.225804684145235 99.501000025 0.5889999750000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf245 4.653884743634862 5.217024558424273 99.590000225 0.4999997750000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf246 5.2069290627649565 5.778708355408493 99.585999875 0.5040001249999989
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf247 4.8499541916341675 5.442043385574021 99.570500075 0.5194999249999995
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf248 5.164763156480132 5.770101014488654 99.3339993 0.5340010499999934
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf249 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf250 2.556756172899682 2.792099678431816 99.2840001 0.6089998499999965
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf251 5.616003549771427 6.513425431139061 99.57099985 0.5190001499999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf252 6.074817479621943 7.029933411029088 99.26750015 0.6337497749999912
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf253 2.424976517247188 2.652997102939453 99.388999175 0.45150123750000404
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf254 5.380146929220165 6.162678824743443 99.558999425 0.5310005750000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf255 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf256 4.8499541916341675 5.430050722045764 99.567500075 0.5224999249999996
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf257 2.662665581968905 2.863824809124184 99.387999625 0.4530005624999873
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf258 2.662665581968905 2.863824809124184 99.325999725 0.5460004124999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf259 5.380146929220165 6.162678824743443 99.533999275 0.5560007249999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf260 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf261 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf262 2.391742296577694 2.615815831026791 99.37499845 0.47250232499998646
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf263 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf264 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf265 5.380146929220165 6.210113893781532 99.542999225 0.5470007749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf266 4.653884743634862 5.217024558424273 99.6060007 0.48399930000000213
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf267 4.653884743634862 5.217024558424273 99.614001325 0.47599867499999393
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf268 4.653884743634862 5.217024558424273 99.5959999 0.4940001000000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf269 5.380146929220165 6.210113893781532 99.524999575 0.5650004250000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf270 4.653884743634862 5.206002137644246 99.583499925 0.5065000749999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf271 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf272 4.653884743634862 5.217024558424273 99.54199885 0.5480011499999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf273 4.653884743634862 5.217024558424273 99.582500175 0.5074998249999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf274 4.8293247338410845 5.405603643416231 99.724499675 0.36550032499999363
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf275 5.380146929220165 6.225804684145235 99.504500025 0.5854999749999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf276 2.730033257401251 2.9335518903975912 98.819999675 1.3050004874999885
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf277 5.643920762061073 6.548952565189377 99.40649895 0.6835010499999982
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf278 5.616003549771427 6.513425431139061 99.577999475 0.5120005249999992
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf279 2.662665581968905 2.863824809124184 99.30150025 0.5827496249999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf280 2.424976517247188 2.652997102939453 99.3719988 0.4770017999999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf281 2.684885051083305 2.8934364005483477 98.29700015 2.089499774999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf282 5.380146929220165 6.210113893781532 99.470500775 0.6194992249999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf283 2.424976517247188 2.652997102939453 99.439000875 0.6509991249999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf284 5.380146929220165 6.225804684145235 99.46549985 0.6245001499999973
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf285 5.380146929220165 6.162678824743443 99.43350045 0.6564995500000009
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf286 5.380146929220165 6.225804684145235 99.4350001 0.6549999000000014
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf287 2.8226389357982513 3.0278648572329327 98.327000375 2.0444994375000007
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf288 5.164763156480132 5.770101014488654 99.326000275 0.545999587499999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf289 2.391742296577694 2.615815831026791 99.420999875 0.669000124999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf290 2.424976517247188 2.652997102939453 99.467501025 0.6224989749999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf291 4.653884743634862 5.217024558424273 99.583000475 0.506999524999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf292 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf293 2.662665581968905 2.863824809124184 99.38349915 0.4597512749999879
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf294 4.653884743634862 5.172625253206155 99.4725008 0.6174991999999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf295 2.276322814449092 2.4615052360587493 99.540001 0.549998999999994
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf296 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf297 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf298 5.380146929220165 6.162678824743443 99.4755009 0.6144990999999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf299 5.380146929220165 6.162678824743443 99.524499125 0.5655008749999922
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf300 4.653884743634862 5.217024558424273 99.5054997 0.5845002999999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf301 5.380146929220165 6.225804684145235 99.45100085 0.638999149999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf302 5.380146929220165 6.210113893781532 99.4765002 0.6134997999999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf303 2.6628823311383902 2.864964083918047 99.0105 1.0192500000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf304 5.2069290627649565 5.834177657763433 99.562000025 0.5279999749999945
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf305 5.380146929220165 6.225804684145235 99.50299955 0.5870004499999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf306 4.8293247338410845 5.417488445539594 99.729999675 0.3600003249999958
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf307 5.380146929220165 6.225804684145235 99.5119996 0.578000400000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf308 5.616003549771427 6.496253380351439 99.58749965 0.5025003499999997
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf309 5.662484149976 6.494880617537753 99.33799965 0.528000524999996
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf310 6.074817479621943 7.050047158642672 99.2670004 0.6344993999999957
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf311 6.1332362342154845 7.125276589389433 99.435500625 0.6544993749999947
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf312 2.662665581968905 2.863824809124184 99.331499275 0.5377510874999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf313 4.8499541916341675 5.393749180260384 99.580000425 0.5099995750000034
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf314 5.380146929220165 6.225804684145235 99.54800025 0.5419997499999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf315 2.6628823311383902 2.864964083918047 98.917000175 1.1594997374999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf316 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf317 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf318 4.653884743634862 5.217024558424273 99.55649935 0.533500650000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf319 2.662665581968905 2.863824809124184 99.265 0.6374999999999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf320 2.44486063603253 2.67404292632492 98.317499 2.0587514999999996
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf321 4.863655744699398 5.44110205613251 99.427499975 0.6625000249999943
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf322 2.662665581968905 2.863824809124184 99.00349965 1.0297505250000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf323 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf324 5.380146929220165 6.225804684145235 99.4665007 0.6234993000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf325 5.380146929220165 6.210113893781532 99.518999775 0.5710002250000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf326 5.380146929220165 6.225804684145235 99.542499525 0.5475004750000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf327 4.653884743634862 5.217024558424273 99.55699975 0.533000249999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf328 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf329 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf330 2.567047052801013 2.8038236739305122 99.3734996 0.47475059999999303
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf331 5.380146929220165 6.225804684145235 99.50849975 0.5815002499999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf332 5.164763156480132 5.72912758207104 99.33399895 0.5340015750000049
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf333 2.391742296577694 2.615815831026791 99.375999975 0.47100003749999786
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf334 4.653884743634862 5.217024558424273 99.546999 0.5430009999999982
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf335 6.1332362342154845 7.125276589389433 99.43900055 0.6509994499999948
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf336 5.380146929220165 6.162678824743443 99.4830001 0.6069998999999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf337 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf338 5.380146929220165 6.210113893781532 99.470500275 0.6194997249999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf339 2.822395400439474 3.02659237044953 98.750500325 1.40924951249999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf340 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf341 4.653884743634862 5.172625253206155 99.540999625 0.549000375
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf342 5.380146929220165 6.210113893781532 99.518000275 0.5719997249999921
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf343 5.380146929220165 6.225804684145235 99.462500575 0.6274994249999907
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf344 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf345 6.074817479621943 7.029933411029088 99.259499975 0.6457500375000009
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf346 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf347 2.6628823311383902 2.864964083918047 98.88849885 1.2022517249999893
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf348 2.662665581968905 2.863824809124184 99.401999825 0.6880001749999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf349 2.490901078044113 2.654856861077285 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf350 2.8226389357982513 3.0278648572329327 98.31600045 2.0609993249999903
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf351 5.380146929220165 6.162678824743443 99.441 0.6489999999999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf352 2.6628823311383902 2.864964083918047 99.0334995 0.9847507499999892
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf353 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf354 2.424976517247188 2.652997102939453 99.443500275 0.6464997249999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf355 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf356 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf357 4.653884743634862 5.172625253206155 99.57849965 0.51150035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf358 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf359 2.391742296577694 2.615815831026791 99.42499965 0.665000349999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf360 2.6628823311383902 2.864964083918047 98.90749945 1.173750824999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf361 5.164763156480132 5.770101014488654 99.3249995 0.5475007499999904
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf362 2.662665581968905 2.863824809124184 99.01050035 1.0192494749999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf363 2.529834495430901 2.7623276776584764 99.37949865 0.46575202499999335
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf364 2.6628823311383902 2.864964083918047 98.987000375 1.0544994375000059
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf365 2.424976517247188 2.652997102939453 99.467501025 0.6224989749999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf366 4.653884743634862 5.206002137644246 99.533499175 0.5565008249999949
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf367 6.1332362342154845 7.1047319186284295 99.465000275 0.6249997250000036
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf368 2.8351867002774247 3.0416572873650125 98.8994997 1.1857504499999862
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf369 2.662665581968905 2.863824809124184 99.095000075 0.8924998874999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf370 5.380146929220165 6.225804684145235 99.465499825 0.6245001750000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf371 5.380146929220165 6.210113893781532 99.480000725 0.6099992750000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf372 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf373 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf374 6.1332362342154845 7.042713858712394 99.462000625 0.627999374999996
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf375 5.2069290627649565 5.82039661779096 99.583499875 0.5065001249999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf376 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf377 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf378 5.380146929220165 6.225804684145235 99.504999975 0.5850000249999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf379 6.074817479621943 7.050047158642672 99.258500625 0.647249062500002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf380 2.556756172899682 2.792099678431816 99.290000375 0.5999994374999886
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf381 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf382 5.380146929220165 6.210113893781532 99.439500025 0.6504999749999968
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf383 2.860142299478968 3.0737695767587696 97.8925002 2.6962496999999956
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf384 4.653884743634862 5.206002137644246 99.55950045 0.5304995499999962
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf385 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf386 5.380146929220165 6.225804684145235 99.435499425 0.6545005749999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf387 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf388 2.725710935900783 2.9303364888421144 99.21699935 0.7095009750000045
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf389 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf390 5.380146929220165 6.225804684145235 99.512499525 0.5775004750000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf391 5.380146929220165 6.225804684145235 99.496000075 0.593999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf392 6.074817479621943 7.050047158642672 99.256499475 0.6502507874999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf393 5.643920762061073 6.531592925067336 99.41399975 0.6760002499999956
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf394 2.424976517247188 2.652997102939453 99.37949885 0.46575172499998985
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf395 2.236581238025282 2.4192675673224646 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf396 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf397 5.643920762061073 6.548952565189377 99.40799955 0.6820004499999982
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf398 5.380146929220165 6.210113893781532 99.4785008 0.6114991999999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf399 2.662665581968905 2.863824809124184 99.044499725 0.9682504125000051
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf400 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf401 4.653884743634862 5.217024558424273 99.549000125 0.5409998749999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf402 5.380146929220165 6.210113893781532 99.557500025 0.5324999750000018
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf403 5.164763156480132 5.783644635107075 99.339499575 0.5257506374999892
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf404 4.653884743634862 5.217024558424273 99.64400015 0.4459998500000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf405 4.653884743634862 5.172625253206155 99.515498725 0.5745012749999973
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf406 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf407 4.653884743634862 5.206002137644246 99.539999575 0.5500004250000018
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf408 2.662665581968905 2.863824809124184 99.28500105 0.6074984249999886
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf409 6.1332362342154845 7.125276589389433 99.4274997 0.6625002999999993
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf410 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf411 4.653884743634862 5.217024558424273 99.61500045 0.47499955000000116
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf412 5.643920762061073 6.4791403355229615 99.422500375 0.6674996249999993
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf413 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf414 5.2069290627649565 5.778708355408493 99.592500325 0.4974996749999946
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf415 5.662484149976 6.565034296207201 99.3419997 0.5220004499999931
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf416 5.380146929220165 6.225804684145235 99.461500375 0.6284996249999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf417 5.380146929220165 6.162678824743443 99.4770005 0.6129994999999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf418 5.380146929220165 6.225804684145235 99.508999875 0.5810001249999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf419 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf420 2.391742296577694 2.615815831026791 99.3769985 0.4695022499999979
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf421 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf422 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf423 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf424 5.380146929220165 6.225804684145235 99.4700003 0.6199997000000025
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf425 5.380146929220165 6.225804684145235 99.45350025 0.636499749999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf426 4.8499541916341675 5.442043385574021 99.56299955 0.5270004499999971
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf427 4.653884743634862 5.172625253206155 99.578000175 0.5119998249999981
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf428 2.4372453132287224 2.665265444931263 99.12450055 0.8482491750000065
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf429 5.616003549771427 6.496253380351439 99.5894995 0.5005004999999955
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf430 2.662665581968905 2.863824809124184 99.179000625 0.7664990624999959
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf431 4.653884743634862 5.217024558424273 99.49899945 0.5910005499999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf432 2.556756172899682 2.792099678431816 99.2835007 0.6097489499999895
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf433 4.653884743634862 5.206002137644246 99.567999775 0.5220002249999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf434 5.380146929220165 6.225804684145235 99.548998875 0.5410011250000025
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf435 4.8293247338410845 5.3696271552974455 99.736499925 0.3535000749999938
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf436 5.380146929220165 6.210113893781532 99.5544993 0.5355006999999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf437 5.662484149976 6.5475894076410945 99.329499025 0.5407514624999905
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf438 5.380146929220165 6.210113893781532 99.475999575 0.6140004249999947
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf439 5.380146929220165 6.225804684145235 99.5009997 0.5890003000000036
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf440 5.380146929220165 6.162678824743443 99.50849925 0.5815007499999979
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf441 5.380146929220165 6.225804684145235 99.434000275 0.6559997249999953
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf442 5.380146929220165 6.225804684145235 99.41999995 0.6700000499999931
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf443 5.380146929220165 6.162678824743443 99.47000065 0.6199993499999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf444 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf445 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf446 5.380146929220165 6.225804684145235 99.50449985 0.5855001499999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf447 5.2069290627649565 5.82039661779096 99.582499575 0.5075004249999978
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf448 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf449 4.653884743634862 5.206002137644246 99.543499525 0.5465004749999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf450 2.484421334970585 2.647711396487564 98.220001 2.204998500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf451 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf452 5.380146929220165 6.225804684145235 99.442500275 0.6474997249999973
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf453 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf454 2.556756172899682 2.792099678431816 99.292000475 0.5969992875000045
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf455 2.662665581968905 2.863824809124184 99.3534991 0.5047513500000065
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf456 2.8351867002774247 3.0416572873650125 98.90349965 1.1797505249999958
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf457 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf458 2.662665581968905 2.863824809124184 99.26350005 0.6397499249999896
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf459 5.380146929220165 6.210113893781532 99.5080002 0.5819997999999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf460 4.653884743634862 5.172625253206155 99.578999925 0.5110000749999927
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf461 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf462 5.2069290627649565 5.834177657763433 99.556999575 0.5330004249999917
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf463 2.5198392304824284 2.7509474352494356 99.371499375 0.477750937499998
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf464 5.380146929220165 6.225804684145235 99.41999945 0.6700005499999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf465 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf466 2.7345077590066698 2.9452168334244235 98.272500275 2.1262495874999985
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf467 6.1332362342154845 7.042713858712394 99.4570007 0.632999300000003
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf468 5.643920762061073 6.548952565189377 99.412499925 0.6775000749999919
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf469 6.1332362342154845 7.125276589389433 99.4435008 0.6464992000000024
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf470 2.730033257401251 2.9335518903975912 98.813000175 1.315499737499998
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf471 4.653884743634862 5.217024558424273 99.49750055 0.5924994499999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf472 4.653884743634862 5.217024558424273 99.553499375 0.5365006249999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf473 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf474 2.662665581968905 2.863824809124184 99.40199945 0.6880005499999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf475 2.5203946860998503 2.67989503039326 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf476 5.380146929220165 6.225804684145235 99.4554998 0.6345001999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf477 2.529834495430901 2.7623276776584764 99.3669987 0.48450195000000207
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf478 4.8293247338410845 5.3696271552974455 99.7349998 0.35500020000000065
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf479 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf480 2.662665581968905 2.863824809124184 99.00699965 1.0245005250000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf481 5.380146929220165 6.225804684145235 99.540999725 0.5490002749999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf482 4.8293247338410845 5.405603643416231 99.7384998 0.35150019999999815
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf483 5.616003549771427 6.444364596009864 99.594000025 0.49599997499999804
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf484 5.616003549771427 6.513425431139061 99.580000225 0.5099997749999915
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf485 2.719182908239587 2.9232021255057368 99.50349965 0.5865003500000029
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf486 2.834940994975147 3.0403731838566554 99.19349965 0.7447505249999864
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf487 5.380146929220165 6.225804684145235 99.457000125 0.6329998750000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf488 4.653884743634862 5.206002137644246 99.471999825 0.6180001750000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf489 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf490 4.653884743634862 5.217024558424273 99.607000275 0.48299972499999344
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf491 5.662484149976 6.565034296207201 99.334499875 0.5332501874999878
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf492 5.380146929220165 6.162678824743443 99.413499775 0.6765002249999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf493 6.1332362342154845 7.1047319186284295 99.448500525 0.6414994749999977
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf494 2.725710935900783 2.9303364888421144 99.21199905 0.7170014249999923
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf495 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf496 5.380146929220165 6.225804684145235 99.503000075 0.586999924999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf497 2.662665581968905 2.863824809124184 99.098501075 0.8872483874999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf498 6.074817479621943 7.029933411029088 99.274000025 0.6239999624999868
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf499 5.616003549771427 6.496253380351439 99.58150035 0.5084996499999989
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf500 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf501 5.380146929220165 6.162678824743443 99.44050065 0.6494993499999936
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf502 2.567047052801013 2.8038236739305122 99.362999025 0.49050146250000637
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf503 4.653884743634862 5.217024558424273 99.607500325 0.482499674999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf504 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf505 5.380146929220165 6.210113893781532 99.439999975 0.6500000249999914
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf506 2.424976517247188 2.652997102939453 99.422999625 0.667000374999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf507 5.380146929220165 6.162678824743443 99.517499625 0.5725003749999985
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf508 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf509 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf510 2.490901078044113 2.654856861077285 97.82 2.805000000000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf511 2.424976517247188 2.652997102939453 99.437500525 0.6524994749999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf512 2.490901078044113 2.654856861077285 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf513 5.380146929220165 6.225804684145235 99.505500025 0.5844999749999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf514 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf515 5.380146929220165 6.210113893781532 99.473500475 0.6164995250000033
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf516 5.164763156480132 5.770101014488654 99.340999725 0.5235004124999918
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf517 4.653884743634862 5.217024558424273 99.55600015 0.5339998499999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf518 5.2069290627649565 5.778708355408493 99.582499875 0.5075001250000014
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf519 5.380146929220165 6.210113893781532 99.434999875 0.6550001249999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf520 5.380146929220165 6.210113893781532 99.471500325 0.6184996750000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf521 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf522 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf523 4.653884743634862 5.206002137644246 99.560999675 0.5290003249999927
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf524 5.380146929220165 6.162678824743443 99.438000125 0.6519998749999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf525 2.424976517247188 2.652997102939453 99.382499475 0.46125078749999204
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf526 2.424976517247188 2.652997102939453 99.464500775 0.625499224999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf527 5.2069290627649565 5.82039661779096 99.577499825 0.5125001749999939
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf528 2.6628823311383902 2.864964083918047 98.99950025 1.0357496250000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf529 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf530 2.662665581968905 2.863824809124184 99.387999225 0.45300116249999434
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf531 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf532 2.6301488740509615 2.79415964758139 97.879997 2.715004499999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf533 2.6628823311383902 2.864964083918047 99.0314993 0.9877510500000071
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf534 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf535 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf536 2.822395400439474 3.02659237044953 98.74550055 1.4167491749999925
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf537 5.380146929220165 6.225804684145235 99.462 0.6279999999999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf538 5.164763156480132 5.783644635107075 99.32449935 0.548250975000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf539 6.1332362342154845 7.042713858712394 99.470000825 0.6199991749999981
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf540 2.5198392304824284 2.7509474352494356 99.37150005 0.4777499250000048
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf541 6.1332362342154845 7.125276589389433 99.44350025 0.6464997499999982
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf542 5.380146929220165 6.225804684145235 99.456000225 0.6339997750000009
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf543 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf544 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf545 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf546 5.380146929220165 6.210113893781532 99.516499975 0.5735000249999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf547 2.6229254628858425 2.7862457695177656 97.620003 3.104995500000001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf548 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf549 4.653884743634862 5.206002137644246 99.546999725 0.5430002749999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf550 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf551 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf552 4.653884743634862 5.217024558424273 99.542999425 0.5470005749999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf553 4.653884743634862 5.206002137644246 99.472000875 0.6179991249999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf554 2.662665581968905 2.863824809124184 99.0099999 1.0200001500000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf555 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf556 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf557 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf558 6.074817479621943 6.969208746876125 99.272500475 0.626249287499995
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf559 5.380146929220165 6.225804684145235 99.43700055 0.6529994500000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf560 2.8226389357982513 3.0278648572329327 98.316000025 2.0609999625000057
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf561 4.653884743634862 5.206002137644246 99.5814995 0.508500499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf562 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf563 2.6773582880153732 2.8849510243490473 97.960999825 2.593500262499994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf564 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf565 6.074817479621943 7.050047158642672 99.276000625 0.6209990625000046
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf566 2.6628823311383902 2.864964083918047 98.91400005 1.1639999249999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf567 4.653884743634862 5.217024558424273 99.577500375 0.5124996249999981
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf568 2.391742296577694 2.615815831026791 99.423500325 0.6664996749999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf569 6.1332362342154845 7.042713858712394 99.477500425 0.6124995749999954
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf570 2.391742296577694 2.615815831026791 99.413500025 0.676499974999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf571 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf572 5.380146929220165 6.225804684145235 99.504500025 0.5854999749999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf573 4.8499541916341675 5.442043385574021 99.570000775 0.5199992250000008
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf574 2.6628823311383902 2.864964083918047 99.013500075 1.0147498875000025
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf575 2.4424885025506455 2.6711950388540733 99.385499425 0.4567508624999874
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf576 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf577 4.653884743634862 5.172625253206155 99.545499275 0.5445007250000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf578 6.1332362342154845 7.1047319186284295 99.44550065 0.6444993499999981
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf579 2.834940994975147 3.0403731838566554 99.1870008 0.7544987999999861
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf580 4.653884743634862 5.172625253206155 99.51649875 0.5735012500000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf581 5.380146929220165 6.225804684145235 99.553999775 0.5360002250000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf582 2.567047052801013 2.8038236739305122 99.368498525 0.4822522124999864
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf583 4.653884743634862 5.206002137644246 99.547499275 0.5425007249999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf584 4.653884743634862 5.172625253206155 99.57900015 0.5109998499999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf585 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf586 2.529834495430901 2.7623276776584764 99.375499 0.4717514999999892
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf587 4.653884743634862 5.172625253206155 99.47250045 0.6174995499999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf588 2.662665581968905 2.863824809124184 99.28450095 0.6082485750000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf589 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf590 5.380146929220165 6.225804684145235 99.5135004 0.5764995999999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf591 5.380146929220165 6.225804684145235 99.4965 0.5935000000000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf592 4.653884743634862 5.206002137644246 99.561499825 0.5285001749999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf593 2.6628823311383902 2.864964083918047 99.029999175 0.990001237499996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf594 5.380146929220165 6.225804684145235 99.442000175 0.6479998249999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf595 2.391742296577694 2.615815831026791 99.453499975 0.636500024999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf596 5.2069290627649565 5.834177657763433 99.56400005 0.5259999499999936
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf597 5.662484149976 6.565034296207201 99.339999275 0.5250010875000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf598 2.4771581835902237 2.709978969605373 99.3599983 0.49500254999999527
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf599 2.424976517247188 2.652997102939453 99.469500725 0.6204992749999946
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf600 5.2069290627649565 5.778708355408493 99.589500425 0.5004995750000006
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf601 6.074817479621943 7.050047158642672 99.2495001 0.6607498499999878
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf602 5.380146929220165 6.162678824743443 99.522498725 0.5675012749999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf603 4.8293247338410845 5.3696271552974455 99.742999825 0.34700017499999947
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf604 5.380146929220165 6.225804684145235 99.5524999 0.5375000999999969
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf605 5.380146929220165 6.225804684145235 99.446000725 0.6439992749999931
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf606 5.380146929220165 6.210113893781532 99.47500045 0.6149995500000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf607 5.2069290627649565 5.82039661779096 99.574000075 0.515999924999997
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf608 4.8293247338410845 5.405603643416231 99.73199955 0.35800045000000014
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf609 4.653884743634862 5.217024558424273 99.575000325 0.5149996749999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf610 5.662484149976 6.5475894076410945 99.31799945 0.5580008249999935
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf611 5.380146929220165 6.225804684145235 99.466000575 0.6239994250000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf612 5.380146929220165 6.225804684145235 99.46900035 0.620999649999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf613 5.643920762061073 6.548952565189377 99.4139997 0.6760002999999927
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf614 5.662484149976 6.494880617537753 99.3359989 0.5310016499999861
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf615 2.424976517247188 2.652997102939453 99.5030006 0.5869994000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf616 4.653884743634862 5.206002137644246 99.577500025 0.5124999749999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf617 4.653884743634862 5.217024558424273 99.5005001 0.5894999000000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf618 5.380146929220165 6.225804684145235 99.420000025 0.6699999750000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf619 2.424976517247188 2.652997102939453 99.4209994 0.6690005999999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf620 2.725710935900783 2.9303364888421144 99.224499975 0.6982500374999958
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf621 6.1332362342154845 7.125276589389433 99.428499925 0.6615000750000007
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf622 5.380146929220165 6.162678824743443 99.435500575 0.6544994249999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf623 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf624 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf625 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf626 4.8293247338410845 5.417488445539594 99.7199993 0.37000069999999996
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf627 4.653884743634862 5.217024558424273 99.49699995 0.5930000499999949
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf628 5.164763156480132 5.783644635107075 99.320000325 0.5549995125000038
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf629 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf630 5.380146929220165 6.162678824743443 99.523999725 0.5660002750000018
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf631 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf632 5.380146929220165 6.225804684145235 99.512499875 0.5775001249999946
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf633 4.653884743634862 5.172625253206155 99.576000025 0.5139999749999987
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf634 5.616003549771427 6.513425431139061 99.57550015 0.5144998500000014
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf635 5.662484149976 6.5475894076410945 99.329999825 0.5400002624999942
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf636 4.653884743634862 5.206002137644246 99.58599985 0.5040001500000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf637 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf638 5.380146929220165 6.225804684145235 99.455499575 0.6345004249999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf639 6.074817479621943 6.969208746876125 99.263500425 0.639749362499991
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf640 5.380146929220165 6.225804684145235 99.422499575 0.6675004249999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf641 2.391742296577694 2.615815831026791 99.417500075 0.6724999249999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf642 5.380146929220165 6.225804684145235 99.490500175 0.5994998250000038
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf643 2.5198392304824284 2.7509474352494356 99.374999575 0.4725006374999907
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf644 2.662665581968905 2.863824809124184 99.011500375 1.017749437500001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf645 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf646 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf647 2.424976517247188 2.652997102939453 99.503999925 0.5860000749999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf648 5.662484149976 6.565034296207201 99.33900025 0.5264996249999996
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf649 5.643920762061073 6.548952565189377 99.4024996 0.687500399999999
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf650 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf651 2.6628823311383902 2.864964083918047 98.8884997 1.202250450000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf652 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf653 4.653884743634862 5.217024558424273 99.47850045 0.6114995499999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf654 4.653884743634862 5.217024558424273 99.641501475 0.4484985249999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf655 6.074817479621943 7.029933411029088 99.2675 0.6337499999999991
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf656 5.380146929220165 6.225804684145235 99.470500425 0.6194995750000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf657 2.424976517247188 2.652997102939453 99.435000375 0.6549996249999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf658 5.380146929220165 6.225804684145235 99.43799965 0.652000350000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf659 2.8226389357982513 3.0278648572329327 98.3299994 2.0400008999999883
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf660 5.380146929220165 6.225804684145235 99.508499725 0.5815002750000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf661 5.164763156480132 5.770101014488654 99.33649845 0.5302523250000064
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf662 4.653884743634862 5.172625253206155 99.5795002 0.5104997999999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf663 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf664 2.719182908239587 2.9232021255057368 99.494999875 0.5950001249999929
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf665 5.380146929220165 6.162678824743443 99.47750075 0.6124992499999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf666 4.653884743634862 5.217024558424273 99.58 0.5099999999999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf667 6.1332362342154845 7.125276589389433 99.441500025 0.6484999750000014
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf668 2.540294267473839 2.70580793582969 98.440002 1.8749969999999863
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf669 5.380146929220165 6.162678824743443 99.525999075 0.5640009249999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf670 2.7194089568215025 2.9243891423135997 99.323999 0.5490014999999957
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf671 2.822395400439474 3.02659237044953 98.73550015 1.4317497750000072
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf672 6.074817479621943 7.050047158642672 99.265999825 0.636000262500005
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf673 5.380146929220165 6.225804684145235 99.4690007 0.6209993000000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf674 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf675 5.380146929220165 6.210113893781532 99.554999925 0.5350000749999936
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf676 5.380146929220165 6.225804684145235 99.559499325 0.5305006749999933
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf677 2.556756172899682 2.792099678431816 99.29100025 0.5984996250000023
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf678 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf679 2.5198392304824284 2.7509474352494356 99.366998475 0.4845022874999927
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf680 2.6773582880153732 2.8849510243490473 97.97399995 2.5740000749999865
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf681 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf682 4.653884743634862 5.217024558424273 99.5735001 0.5164998999999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf683 2.6628823311383902 2.864964083918047 99.032999775 0.9855003375000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf684 2.556756172899682 2.792099678431816 99.280000725 0.6149989125000062
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf685 2.6628823311383902 2.864964083918047 98.88899965 1.201500524999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf686 2.834940994975147 3.0403731838566554 99.195000075 0.7424998875000028
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf687 2.662665581968905 2.863824809124184 99.018499825 1.007250262499987
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf688 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf689 6.074817479621943 6.969208746876125 99.27300055 0.6254991749999874
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf690 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf691 5.380146929220165 6.225804684145235 99.468499525 0.6215004749999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf692 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf693 6.1332362342154845 7.042713858712394 99.4565008 0.6334991999999972
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf694 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf695 5.380146929220165 6.225804684145235 99.447499925 0.6425000749999953
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf696 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf697 5.380146929220165 6.225804684145235 99.501999875 0.5880001250000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf698 5.380146929220165 6.210113893781532 99.467500675 0.6224993250000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf699 2.424976517247188 2.652997102939453 99.435499925 0.6545000749999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf700 2.391742296577694 2.615815831026791 99.4214999 0.6685000999999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf701 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf702 5.380146929220165 6.162678824743443 99.47450035 0.6154996499999982
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf703 4.653884743634862 5.172625253206155 99.4615009 0.6284990999999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf704 2.8226389357982513 3.0278648572329327 98.3229992 2.0505011999999994
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf705 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf706 5.380146929220165 6.162678824743443 99.436500175 0.6534998249999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf707 6.1332362342154845 7.125276589389433 99.43250055 0.6574994499999974
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf708 4.653884743634862 5.217024558424273 99.559498975 0.530501025000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf709 2.490901078044113 2.654856861077285 97.82 2.805000000000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf710 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf711 2.6773582880153732 2.8849510243490473 97.63800065 3.077999025000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf712 2.490901078044113 2.654856861077285 97.760002 2.8949969999999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf713 5.164763156480132 5.783644635107075 99.318500375 0.5572494374999977
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf714 2.6628823311383902 2.864964083918047 98.90349935 1.1797509749999904
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf715 5.2069290627649565 5.834177657763433 99.5524996 0.5375003999999933
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf716 6.074817479621943 7.050047158642672 99.2610001 0.6434998499999907
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf717 5.380146929220165 6.225804684145235 99.446500275 0.6434997249999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf718 4.653884743634862 5.206002137644246 99.567999775 0.5220002249999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf719 2.662665581968905 2.863824809124184 99.101000225 0.883499662499986
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf720 5.380146929220165 6.162678824743443 99.478500775 0.6114992249999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf721 2.391742296577694 2.615815831026791 99.39299885 0.6970011499999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf722 5.380146929220165 6.162678824743443 99.528499175 0.5615008250000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf723 5.380146929220165 6.225804684145235 99.460000125 0.6299998750000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf724 2.424976517247188 2.652997102939453 99.46000075 0.6299992499999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf725 5.164763156480132 5.783644635107075 99.332999525 0.5355007124999887
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf726 5.380146929220165 6.162678824743443 99.570999825 0.5190001749999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf727 2.662665581968905 2.863824809124184 99.303500625 0.5797490624999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf728 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf729 4.653884743634862 5.217024558424273 99.4830003 0.6069996999999973
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf730 5.380146929220165 6.225804684145235 99.519000275 0.5709997250000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf731 5.380146929220165 6.210113893781532 99.5234998 0.5665002000000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf732 4.653884743634862 5.217024558424273 99.611500325 0.47849967500000334
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf733 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf734 2.6628823311383902 2.864964083918047 99.033498825 0.9847517625000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf735 5.164763156480132 5.770101014488654 99.3329991 0.5355013500000041
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf736 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf737 5.380146929220165 6.225804684145235 99.50600015 0.5839998499999922
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf738 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf739 4.653884743634862 5.206002137644246 99.5624996 0.5275004000000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf740 2.4771581835902237 2.709978969605373 99.36199835 0.4920024750000067
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf741 5.380146929220165 6.225804684145235 99.5104998 0.5795001999999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf742 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf743 5.164763156480132 5.72912758207104 99.333499225 0.534751162500001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf744 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf745 4.653884743634862 5.206002137644246 99.5830001 0.5069998999999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf746 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf747 4.653884743634862 5.172625253206155 99.587500225 0.5024997749999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf748 6.1332362342154845 7.042713858712394 99.462500975 0.6274990250000002
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf749 5.380146929220165 6.225804684145235 99.44100045 0.6489995499999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf750 4.653884743634862 5.217024558424273 99.5044995 0.5855005000000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf751 5.662484149976 6.565034296207201 99.337499975 0.5287500374999965
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf752 4.653884743634862 5.217024558424273 99.580999475 0.509000524999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf753 2.662665581968905 2.863824809124184 99.394999575 0.6950004249999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf754 5.380146929220165 6.225804684145235 99.420499375 0.6695006249999921
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf755 2.391742296577694 2.615815831026791 99.374499425 0.47325086250000226
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf756 6.1332362342154845 7.125276589389433 99.43549985 0.6545001499999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf757 2.391742296577694 2.615815831026791 99.43300005 0.6569999499999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf758 4.863655744699398 5.453143638818352 99.4280003 0.6619997000000041
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf759 5.380146929220165 6.225804684145235 99.533499625 0.5565003749999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf760 5.616003549771427 6.513425431139061 99.575999775 0.5140002249999981
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf761 5.643920762061073 6.548952565189377 99.40649965 0.6835003499999971
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf762 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf763 5.380146929220165 6.225804684145235 99.505500225 0.584499774999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf764 2.662665581968905 2.863824809124184 99.322999075 0.5505013874999989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf765 5.380146929220165 6.225804684145235 99.4675 0.6224999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf766 5.662484149976 6.5475894076410945 99.32749945 0.5437508249999894
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf767 5.380146929220165 6.162678824743443 99.432499925 0.6575000749999959
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf768 5.616003549771427 6.513425431139061 99.578999975 0.5110000249999956
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf769 5.380146929220165 6.210113893781532 99.5179994 0.5720006000000041
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf770 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf771 4.653884743634862 5.217024558424273 99.557999225 0.5320007749999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf772 4.653884743634862 5.172625253206155 99.614500525 0.4754994750000009
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf773 5.380146929220165 6.210113893781532 99.432000675 0.6579993250000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf774 5.380146929220165 6.210113893781532 99.517499825 0.5725001749999962
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf775 2.391742296577694 2.615815831026791 99.4125002 0.6774998000000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf776 4.653884743634862 5.217024558424273 99.6390002 0.4509997999999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf777 4.653884743634862 5.172625253206155 99.538499125 0.5515008749999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf778 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf779 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf780 4.653884743634862 5.217024558424273 99.4845006 0.6054993999999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf781 5.380146929220165 6.225804684145235 99.501500475 0.5884995249999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf782 4.8293247338410845 5.3696271552974455 99.736499225 0.3535007749999949
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf783 4.863655744699398 5.453143638818352 99.42049985 0.669500149999999
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf784 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf785 2.424976517247188 2.652997102939453 99.36849925 0.48225112499999767
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf786 5.380146929220165 6.225804684145235 99.465499775 0.6245002249999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf787 5.380146929220165 6.162678824743443 99.481500875 0.608499125000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf788 5.380146929220165 6.162678824743443 99.42100005 0.6689999499999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf789 5.380146929220165 6.210113893781532 99.511499675 0.5785003250000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf790 5.380146929220165 6.225804684145235 99.5054997 0.5845002999999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf791 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf792 2.424976517247188 2.652997102939453 99.4470006 0.6429994000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf793 2.684885051083305 2.8934364005483477 98.260500175 2.1442497374999903
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf794 5.662484149976 6.565034296207201 99.33799975 0.5280003750000049
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf795 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf796 2.662665581968905 2.863824809124184 99.353998575 0.5040021374999881
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf797 2.391742296577694 2.615815831026791 99.42099945 0.6690005500000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf798 6.1332362342154845 7.125276589389433 99.442500625 0.6474993750000039
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf799 5.380146929220165 6.225804684145235 99.428500225 0.6614997750000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf800 4.653884743634862 5.217024558424273 99.56549965 0.5245003499999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf801 2.445958674349779 2.6738666256592296 99.185500075 0.7567498875000069
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf802 4.653884743634862 5.217024558424273 99.53350015 0.556499850000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf803 5.380146929220165 6.225804684145235 99.5049996 0.5850003999999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf804 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf805 2.484421334970585 2.647711396487564 98.379997 1.965004499999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf806 5.380146929220165 6.225804684145235 99.464499625 0.6255003749999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf807 2.52990950112894 2.6895951420426463 98.660004 1.5449939999999955
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf808 5.380146929220165 6.162678824743443 99.53049925 0.5595007499999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf809 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf810 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf811 4.653884743634862 5.217024558424273 99.591500125 0.4984998750000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf812 2.5198392304824284 2.7509474352494356 99.382499425 0.4612508624999876
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf813 2.730033257401251 2.9335518903975912 98.818999725 1.3065004125000002
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf814 4.653884743634862 5.217024558424273 99.6200006 0.4699994000000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf815 4.653884743634862 5.172625253206155 99.6375013 0.45249870000000103
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf816 5.380146929220165 6.225804684145235 99.545999725 0.5440002749999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf817 5.662484149976 6.494880617537753 99.3424988 0.5212517999999946
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf818 4.863655744699398 5.404653096844462 99.4264998 0.6635001999999958
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf819 2.662665581968905 2.863824809124184 99.0920006 0.896999099999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf820 5.380146929220165 6.210113893781532 99.476000675 0.6139993250000032
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf821 5.164763156480132 5.783644635107075 99.3214991 0.5527513500000012
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf822 2.730261113660253 2.934747329206312 98.535999325 1.7310010124999877
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf823 4.653884743634862 5.172625253206155 99.551999525 0.5380004749999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf824 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf825 5.380146929220165 6.162678824743443 99.473999875 0.6160001249999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf826 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf827 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf828 5.380146929220165 6.225804684145235 99.46050055 0.6294994499999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf829 2.424976517247188 2.652997102939453 99.4435005 0.6464994999999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf830 4.653884743634862 5.172625253206155 99.538499475 0.551500525000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf831 2.684885051083305 2.8934364005483477 98.230000275 2.1899995875000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf832 2.424976517247188 2.652997102939453 99.466500825 0.6234991750000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf833 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf834 5.380146929220165 6.225804684145235 99.4185003 0.6714996999999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf835 2.6628823311383902 2.864964083918047 98.889999625 1.2000005624999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf836 4.653884743634862 5.206002137644246 99.478001025 0.6119989750000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf837 5.380146929220165 6.210113893781532 99.467500025 0.622499974999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf838 2.662665581968905 2.863824809124184 99.389499275 0.45075108749998805
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf839 4.653884743634862 5.172625253206155 99.472000525 0.6179994749999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf840 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf841 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf842 5.380146929220165 6.162678824743443 99.52599925 0.5640007499999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf843 2.556756172899682 2.792099678431816 99.29100025 0.5984996250000023
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf844 5.2069290627649565 5.834177657763433 99.5589993 0.5310007000000013
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf845 5.380146929220165 6.162678824743443 99.47500025 0.6149997500000041
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf846 6.1332362342154845 7.042713858712394 99.469500475 0.620499524999994
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf847 4.653884743634862 5.217024558424273 99.48150035 0.6084996499999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf848 4.653884743634862 5.217024558424273 99.536 0.5539999999999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf849 2.391742296577694 2.615815831026791 99.4420006 0.6479993999999977
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf850 2.6773582880153732 2.8849510243490473 97.654500925 3.0532486125000062
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf851 6.1332362342154845 7.125276589389433 99.4430001 0.6469998999999916
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf852 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf853 6.1332362342154845 7.1047319186284295 99.458000775 0.6319992249999956
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf854 5.164763156480132 5.770101014488654 99.329499675 0.5407504875000058
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf855 2.684885051083305 2.8934364005483477 98.3030002 2.080499699999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf856 5.164763156480132 5.783644635107075 99.33299985 0.5355002250000069
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf857 2.484421334970585 2.647711396487564 97.900002 2.6849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf858 2.6229254628858425 2.7862457695177656 97.620003 3.104995500000001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf859 5.2069290627649565 5.82039661779096 99.57400005 0.5159999500000026
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf860 4.653884743634862 5.217024558424273 99.542999475 0.5470005249999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf861 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf862 5.380146929220165 6.225804684145235 99.504999775 0.585000224999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf863 2.662665581968905 2.863824809124184 99.096000725 0.8909989125000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf864 2.529834495430901 2.7623276776584764 99.368999175 0.48150123749999807
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf865 6.074817479621943 7.050047158642672 99.24349955 0.6697506750000031
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf866 5.380146929220165 6.210113893781532 99.48200025 0.6079997499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf867 5.380146929220165 6.210113893781532 99.43700025 0.6529997500000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf868 2.567047052801013 2.8038236739305122 99.370499525 0.4792507124999972
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf869 2.391742296577694 2.615815831026791 99.41749965 0.6725003500000014
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf870 5.380146929220165 6.162678824743443 99.431000575 0.658999424999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf871 5.380146929220165 6.225804684145235 99.46350045 0.6264995499999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf872 5.380146929220165 6.210113893781532 99.512999425 0.5770005749999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf873 6.074817479621943 7.029933411029088 99.269500575 0.630749137500004
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf874 2.834940994975147 3.0403731838566554 99.180999675 0.7635004875000035
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf875 2.391742296577694 2.615815831026791 99.409499525 0.6805004749999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf876 2.6628823311383902 2.864964083918047 98.9994999 1.0357501499999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf877 2.424976517247188 2.652997102939453 99.42899995 0.6610000499999927
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf878 4.653884743634862 5.206002137644246 99.483500225 0.6064997749999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf879 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf880 4.863655744699398 5.44110205613251 99.4320002 0.6579997999999933
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf881 4.8499541916341675 5.430050722045764 99.5704994 0.519500599999995
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf882 4.653884743634862 5.217024558424273 99.610500025 0.4794999750000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf883 4.653884743634862 5.172625253206155 99.577000375 0.5129996250000005
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf884 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf885 2.391742296577694 2.615815831026791 99.40549945 0.6845005500000042
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf886 4.653884743634862 5.206002137644246 99.569 0.5209999999999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf887 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf888 2.391742296577694 2.615815831026791 99.43799995 0.6520000499999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf889 2.424976517247188 2.652997102939453 99.473001075 0.6169989249999986
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf890 5.380146929220165 6.225804684145235 99.555999325 0.5340006749999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf891 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf892 5.643920762061073 6.531592925067336 99.4159999 0.674000099999995
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf893 5.662484149976 6.5475894076410945 99.3299996 0.5400006000000062
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf894 5.380146929220165 6.210113893781532 99.52499955 0.5650004499999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf895 4.653884743634862 5.217024558424273 99.506999625 0.5830003749999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf896 4.653884743634862 5.217024558424273 99.582499975 0.5075000249999931
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf897 4.653884743634862 5.217024558424273 99.542500075 0.5474999249999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf898 2.424976517247188 2.652997102939453 99.442000175 0.6479998249999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf899 2.556756172899682 2.792099678431816 99.28750065 0.603749024999999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf900 6.1332362342154845 7.125276589389433 99.43350035 0.656499649999995
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf901 5.380146929220165 6.225804684145235 99.49950045 0.5904995499999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf902 5.380146929220165 6.210113893781532 99.47200005 0.6179999499999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf903 4.653884743634862 5.206002137644246 99.613500575 0.4764994249999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf904 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf905 5.643920762061073 6.4791403355229615 99.41650005 0.6734999500000015
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf906 5.380146929220165 6.225804684145235 99.455000325 0.6349996749999974
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf907 2.424976517247188 2.652997102939453 99.4335006 0.6564993999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf908 5.380146929220165 6.225804684145235 99.50550005 0.5844999500000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf909 2.7194089568215025 2.9243891423135997 99.319999725 0.555000412499993
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf910 2.391742296577694 2.615815831026791 99.42550005 0.6644999500000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf911 5.616003549771427 6.513425431139061 99.56899955 0.5210004499999968
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf912 5.380146929220165 6.162678824743443 99.48000055 0.609999449999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf913 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf914 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf915 2.6628823311383902 2.864964083918047 99.01699955 1.0095006750000053
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf916 5.616003549771427 6.496253380351439 99.58049985 0.5095001500000024
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf917 2.719182908239587 2.9232021255057368 99.49900015 0.5909998499999972
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf918 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf919 5.380146929220165 6.210113893781532 99.5589997 0.5310002999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf920 5.380146929220165 6.210113893781532 99.473000225 0.6169997749999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf921 4.653884743634862 5.217024558424273 99.55299925 0.5370007499999986
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf922 5.380146929220165 6.162678824743443 99.53349935 0.5565006499999982
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf923 5.380146929220165 6.225804684145235 99.472000025 0.6179999749999979
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf924 2.834940994975147 3.0403731838566554 99.182499825 0.7612502625000062
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf925 4.653884743634862 5.217024558424273 99.60850085 0.4814991499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf926 5.380146929220165 6.225804684145235 99.412 0.6779999999999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf927 5.380146929220165 6.225804684145235 99.4530003 0.6369996999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf928 5.380146929220165 6.225804684145235 99.499999825 0.5900001749999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf929 5.643920762061073 6.548952565189377 99.407000125 0.6829998750000016
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf930 2.662665581968905 2.863824809124184 99.322999475 0.5505007874999919
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf931 5.380146929220165 6.225804684145235 99.419000225 0.6709997749999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf932 5.380146929220165 6.162678824743443 99.48450075 0.6054992500000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf933 2.662665581968905 2.863824809124184 98.997999775 1.0380003375000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf934 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf935 5.380146929220165 6.225804684145235 99.467999775 0.6220002250000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf936 2.6628823311383902 2.864964083918047 98.96700135 1.0844979749999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf937 4.653884743634862 5.217024558424273 99.637001 0.4529989999999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf938 5.380146929220165 6.225804684145235 99.512999625 0.5770003749999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf939 2.6628823311383902 2.864964083918047 98.9210002 1.1534997000000047
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf940 2.5392215820727304 2.7044640047899375 98.139999 2.325001499999992
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf941 2.4424885025506455 2.6711950388540733 99.3819992 0.4620012000000031
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf942 2.662665581968905 2.863824809124184 99.393999775 0.6960002250000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf943 2.391742296577694 2.615815831026791 99.4064995 0.6835005000000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf944 5.380146929220165 6.225804684145235 99.41999975 0.6700002499999954
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf945 5.380146929220165 6.162678824743443 99.5574991 0.5325008999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf946 5.380146929220165 6.210113893781532 99.57149935 0.5185006500000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf947 2.490901078044113 2.654856861077285 98.419998 1.9050029999999865
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf948 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf949 4.653884743634862 5.217024558424273 99.55049875 0.539501249999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf950 4.653884743634862 5.206002137644246 99.5865 0.5034999999999968
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf951 4.653884743634862 5.206002137644246 99.541499675 0.5485003250000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf952 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf953 2.6628823311383902 2.864964083918047 98.90750005 1.1737499250000027
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf954 2.684885051083305 2.8934364005483477 98.241500025 2.1727499625000064
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf955 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf956 2.424976517247188 2.652997102939453 99.439500375 0.6504996250000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf957 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf958 4.653884743634862 5.206002137644246 99.5725004 0.5174996000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf959 2.662665581968905 2.863824809124184 99.001500125 1.0327498124999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf960 2.391742296577694 2.615815831026791 99.376498775 0.470251837499994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf961 4.653884743634862 5.217024558424273 99.5484993 0.5415006999999946
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf962 2.3132251559296804 2.5020880900277502 98.139999 2.325001499999992
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf963 5.616003549771427 6.444364596009864 99.584000125 0.5059998749999949
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf964 2.7259380711946983 2.9315293079659885 99.026499175 0.9952512374999998
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf965 5.380146929220165 6.162678824743443 99.516499625 0.5735003750000033
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf966 5.380146929220165 6.162678824743443 99.477000125 0.6129998749999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf967 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf968 4.653884743634862 5.217024558424273 99.56150015 0.5284998499999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf969 5.380146929220165 6.225804684145235 99.508499775 0.5815002249999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf970 2.8351867002774247 3.0416572873650125 98.90099985 1.1835002249999889
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf971 2.52990950112894 2.6895951420426463 98.660004 1.5449939999999955
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf972 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf973 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf974 2.730261113660253 2.934747329206312 98.536999 1.729501500000005
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf975 2.684885051083305 2.8934364005483477 98.23449995 2.1832500749999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf976 5.643920762061073 6.548952565189377 99.406999775 0.683000224999995
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf977 5.380146929220165 6.225804684145235 99.545499575 0.544500425000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf978 4.653884743634862 5.217024558424273 99.61050155 0.4794984500000027
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf979 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf980 2.391742296577694 2.615815831026791 99.4215 0.6685000000000031
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf981 5.643920762061073 6.4791403355229615 99.42750005 0.6624999499999916
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf982 4.653884743634862 5.206002137644246 99.562499425 0.5275005749999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf983 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf984 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf985 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf986 5.380146929220165 6.225804684145235 99.5314992 0.5585007999999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf987 4.653884743634862 5.172625253206155 99.553500025 0.5364999749999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf988 2.662665581968905 2.863824809124184 99.183000125 0.7604998124999867
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf989 4.653884743634862 5.217024558424273 99.609000625 0.48099937500000467
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf990 4.653884743634862 5.217024558424273 99.5019997 0.5880002999999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf991 5.380146929220165 6.225804684145235 99.457000075 0.6329999250000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf992 4.8499541916341675 5.442043385574021 99.568499675 0.5215003249999995
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf993 5.380146929220165 6.225804684145235 99.46 0.630000000000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf994 5.164763156480132 5.770101014488654 99.3379988 0.5280018000000055
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf995 5.616003549771427 6.513425431139061 99.577499425 0.5125005749999986
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf996 4.653884743634862 5.217024558424273 99.5895003 0.5004997000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf997 2.424976517247188 2.652997102939453 99.37899965 0.4665005250000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf998 5.380146929220165 6.162678824743443 99.475000975 0.6149990249999974
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf999 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1000 5.2069290627649565 5.834177657763433 99.559499525 0.530500474999991
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1001 6.1332362342154845 7.125276589389433 99.427999925 0.6620000750000031
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1002 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1003 2.8226389357982513 3.0278648572329327 98.336499375 2.030250937499993
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1004 5.380146929220165 6.162678824743443 99.4305002 0.6594998000000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1005 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1006 2.236581238025282 2.4192675673224646 99.580002 0.5099980000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1007 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1008 2.556756172899682 2.792099678431816 99.2740006 0.623999100000006
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1009 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1010 6.074817479621943 7.029933411029088 99.26250005 0.6412499249999968
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1011 2.529834495430901 2.7623276776584764 99.369499075 0.4807513875000069
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1012 5.380146929220165 6.210113893781532 99.44500045 0.6449995500000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1013 2.6773582880153732 2.8849510243490473 97.6395004 3.0757493999999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1014 5.380146929220165 6.210113893781532 99.474500525 0.6154994750000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1015 4.653884743634862 5.217024558424273 99.492000325 0.5979996749999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1016 5.164763156480132 5.783644635107075 99.331499525 0.5377507124999994
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1017 5.380146929220165 6.225804684145235 99.426500225 0.6634997749999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1018 4.653884743634862 5.206002137644246 99.543499225 0.5465007749999927
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1019 5.164763156480132 5.770101014488654 99.335999 0.531001499999995
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1020 4.653884743634862 5.217024558424273 99.5434993 0.5465007000000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1021 2.662665581968905 2.863824809124184 99.002499975 1.0312500374999871
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1022 5.2069290627649565 5.82039661779096 99.586500475 0.5034995250000037
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1023 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1024 5.380146929220165 6.210113893781532 99.51149985 0.5785001499999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1025 6.074817479621943 6.969208746876125 99.2685002 0.6322496999999885
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1026 4.653884743634862 5.172625253206155 99.546999225 0.5430007750000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1027 4.653884743634862 5.206002137644246 99.47600085 0.6139991499999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1028 5.2069290627649565 5.778708355408493 99.588999925 0.5010000750000018
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1029 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1030 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1031 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1032 2.6628823311383902 2.864964083918047 98.9885 1.0522499999999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1033 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1034 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1035 5.380146929220165 6.225804684145235 99.516000025 0.573999975000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1036 6.074817479621943 7.050047158642672 99.2645006 0.6382490999999888
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1037 5.380146929220165 6.225804684145235 99.45900045 0.6309995499999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1038 2.5198392304824284 2.7509474352494356 99.369999225 0.48000116249999536
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1039 2.567047052801013 2.8038236739305122 99.37249935 0.47625097499999924
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1040 5.380146929220165 6.210113893781532 99.4795001 0.6104999000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1041 2.424976517247188 2.652997102939453 99.469000975 0.6209990249999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1042 5.380146929220165 6.225804684145235 99.45850035 0.6314996500000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1043 5.164763156480132 5.72912758207104 99.33899865 0.5265020250000063
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1044 5.380146929220165 6.162678824743443 99.531499475 0.5585005249999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1045 5.380146929220165 6.162678824743443 99.470500225 0.6194997750000028
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1046 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1047 2.5203946860998503 2.67989503039326 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1048 2.445958674349779 2.6738666256592296 99.19199955 0.7470006749999882
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1049 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1050 2.424976517247188 2.652997102939453 99.43900005 0.6509999499999936
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1051 2.6628823311383902 2.864964083918047 99.035499225 0.9817511625000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1052 5.616003549771427 6.513425431139061 99.575000075 0.5149999249999923
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1053 2.4807276406245946 2.7127287387778396 99.26700025 0.6344996250000037
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1054 2.6628823311383902 2.864964083918047 99.011999775 1.0170003374999865
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1055 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1056 5.380146929220165 6.210113893781532 99.5204999 0.5695000999999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1057 4.653884743634862 5.217024558424273 99.576999675 0.5130003250000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1058 5.380146929220165 6.225804684145235 99.550499275 0.5395007249999907
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1059 5.643920762061073 6.548952565189377 99.41649995 0.6735000499999956
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1060 5.380146929220165 6.225804684145235 99.45850075 0.6314992499999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1061 2.6628823311383902 2.864964083918047 99.001499775 1.0327503374999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1062 2.471764908955017 2.629906161679195 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1063 2.391742296577694 2.615815831026791 99.419999775 0.670000225000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1064 2.662665581968905 2.863824809124184 99.01399965 1.014000524999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1065 6.1332362342154845 7.042713858712394 99.457500475 0.6324995249999944
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1066 5.643920762061073 6.531592925067336 99.413499575 0.6765004249999947
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1067 2.529834495430901 2.7623276776584764 99.363998825 0.4890017625000027
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1068 2.391742296577694 2.615815831026791 99.4510009 0.6389991000000009
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1069 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1070 2.662665581968905 2.863824809124184 99.3414992 0.5227511999999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1071 4.653884743634862 5.217024558424273 99.46549975 0.6245002499999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1072 5.380146929220165 6.225804684145235 99.502499625 0.5875003749999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1073 6.074817479621943 7.029933411029088 99.26700025 0.6344996250000037
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1074 5.662484149976 6.565034296207201 99.327999975 0.5430000375000006
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1075 5.643920762061073 6.4791403355229615 99.425500025 0.6644999749999926
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1076 5.380146929220165 6.162678824743443 99.519499 0.5705010000000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1077 2.662665581968905 2.863824809124184 99.3090006 0.5714990999999898
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1078 4.653884743634862 5.172625253206155 99.5504996 0.5395004000000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1079 5.380146929220165 6.225804684145235 99.5105 0.5795000000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1080 2.4771581835902237 2.709978969605373 99.356998675 0.49950198749999686
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1081 4.653884743634862 5.217024558424273 99.551499975 0.538500024999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1082 4.653884743634862 5.217024558424273 99.5609997 0.5290003000000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1083 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1084 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1085 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1086 5.380146929220165 6.162678824743443 99.5354992 0.5545007999999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1087 6.1332362342154845 7.125276589389433 99.42449985 0.6655001499999941
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1088 5.380146929220165 6.225804684145235 99.510999925 0.5790000750000047
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1089 2.424976517247188 2.652997102939453 99.405999625 0.6840003749999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1090 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1091 4.653884743634862 5.206002137644246 99.54649955 0.5435004500000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1092 5.380146929220165 6.225804684145235 99.4960001 0.5939998999999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1093 5.380146929220165 6.225804684145235 99.46200015 0.6279998500000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1094 6.074817479621943 7.050047158642672 99.263000125 0.6404998124999892
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1095 5.380146929220165 6.225804684145235 99.469499875 0.620500125000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1096 4.653884743634862 5.172625253206155 99.576999575 0.5130004249999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1097 5.164763156480132 5.770101014488654 99.3319991 0.5370013499999899
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1098 4.653884743634862 5.217024558424273 99.6120008 0.47799919999999363
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1099 5.380146929220165 6.210113893781532 99.467000225 0.622999774999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1100 5.380146929220165 6.210113893781532 99.51999945 0.5700005499999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1101 4.653884743634862 5.217024558424273 99.5900002 0.499999799999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1102 2.662665581968905 2.863824809124184 99.0934995 0.8947507500000071
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1103 5.380146929220165 6.225804684145235 99.41949945 0.6705005499999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1104 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1105 5.662484149976 6.494880617537753 99.331499775 0.5377503375000003
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1106 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1107 5.380146929220165 6.225804684145235 99.541999675 0.5480003249999982
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1108 4.8499541916341675 5.393749180260384 99.5785001 0.5114998999999983
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1109 2.662665581968905 2.863824809124184 99.39249935 0.6975006500000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1110 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1111 5.380146929220165 6.210113893781532 99.5159995 0.5740004999999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1112 5.380146929220165 6.225804684145235 99.465999875 0.6240001250000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1113 2.391742296577694 2.615815831026791 99.415999925 0.6740000750000036
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1114 4.653884743634862 5.206002137644246 99.60100035 0.488999649999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1115 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1116 5.164763156480132 5.783644635107075 99.328499625 0.5422505624999872
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1117 5.380146929220165 6.162678824743443 99.52999935 0.5600006500000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1118 2.662665581968905 2.863824809124184 99.098500425 0.8872493625000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1119 5.380146929220165 6.225804684145235 99.458000075 0.6319999249999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1120 2.236581238025282 2.4192675673224646 99.519997 0.5700029999999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1121 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1122 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1123 5.380146929220165 6.225804684145235 99.507499575 0.5825004250000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1124 4.653884743634862 5.206002137644246 99.64050075 0.4494992499999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1125 5.380146929220165 6.225804684145235 99.49900015 0.5909998499999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1126 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1127 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1128 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1129 5.164763156480132 5.770101014488654 99.333498075 0.5347528875000052
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1130 4.653884743634862 5.217024558424273 99.5950008 0.49499920000000375
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1131 4.653884743634862 5.172625253206155 99.580499625 0.5095003749999961
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1132 4.653884743634862 5.206002137644246 99.5804993 0.5095006999999981
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1133 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1134 4.653884743634862 5.217024558424273 99.592499975 0.49750002500000223
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1135 4.653884743634862 5.217024558424273 99.61300085 0.4769991499999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1136 6.1332362342154845 7.125276589389433 99.429000375 0.6609996249999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1137 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1138 2.391742296577694 2.615815831026791 99.402999625 0.687000374999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1139 5.380146929220165 6.162678824743443 99.51099975 0.5790002500000014
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1140 4.653884743634862 5.172625253206155 99.5854998 0.504500200000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1141 2.6628823311383902 2.864964083918047 99.038999575 0.9765006374999885
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1142 5.380146929220165 6.225804684145235 99.4325004 0.6574996000000027
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1143 5.643920762061073 6.548952565189377 99.4115002 0.6784997999999917
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1144 5.662484149976 6.565034296207201 99.332999725 0.5355004125000065
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1145 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1146 5.380146929220165 6.225804684145235 99.428500075 0.6614999249999954
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1147 5.380146929220165 6.162678824743443 99.567500275 0.5224997249999973
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1148 2.684885051083305 2.8934364005483477 98.29800005 2.0879999249999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1149 4.653884743634862 5.217024558424273 99.4985004 0.5914996000000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1150 4.863655744699398 5.44110205613251 99.43350015 0.6564998499999973
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1151 5.380146929220165 6.225804684145235 99.477000475 0.6129995250000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1152 5.380146929220165 6.225804684145235 99.495000225 0.5949997749999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1153 2.6628823311383902 2.864964083918047 98.9710005 1.078499249999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1154 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1155 2.6628823311383902 2.864964083918047 99.014999325 1.012501012499989
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1156 5.380146929220165 6.210113893781532 99.483500225 0.6064997749999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1157 2.424976517247188 2.652997102939453 99.42549995 0.6645000499999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1158 4.653884743634862 5.172625253206155 99.5529994 0.5370005999999933
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1159 4.653884743634862 5.172625253206155 99.605500375 0.48449962499999233
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1160 5.2069290627649565 5.834177657763433 99.55899965 0.5310003499999937
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1161 6.1332362342154845 7.1047319186284295 99.4565008 0.6334991999999972
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1162 2.490901078044113 2.654856861077285 98.540001 1.724998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1163 2.7194089568215025 2.9243891423135997 99.3154995 0.5617507499999945
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1164 5.616003549771427 6.513425431139061 99.579999725 0.5100002750000044
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1165 6.074817479621943 7.050047158642672 99.262000125 0.6419998124999964
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1166 4.653884743634862 5.217024558424273 99.5529991 0.5370009000000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1167 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1168 6.074817479621943 7.029933411029088 99.253000425 0.6554993625000023
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1169 4.653884743634862 5.217024558424273 99.581499875 0.508500124999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1170 2.424976517247188 2.652997102939453 99.467500525 0.6224994749999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1171 2.822395400439474 3.02659237044953 98.75049975 1.409250374999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1172 5.2069290627649565 5.82039661779096 99.5780001 0.5119999000000007
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1173 5.380146929220165 6.225804684145235 99.467501075 0.6224989249999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1174 5.380146929220165 6.210113893781532 99.473000175 0.6169998250000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1175 2.6301488740509615 2.79415964758139 97.879997 2.715004499999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1176 2.391742296577694 2.615815831026791 99.3804997 0.46425044999999443
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1177 2.6628823311383902 2.864964083918047 99.0319994 0.9870008999999911
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1178 4.653884743634862 5.206002137644246 99.5639997 0.5260003000000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1179 2.834940994975147 3.0403731838566554 99.185500475 0.7567492874999999
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1180 6.074817479621943 6.969208746876125 99.27000015 0.6299997749999946
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1181 6.1332362342154845 7.125276589389433 99.43400015 0.6559998499999949
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1182 2.490901078044113 2.654856861077285 97.82 2.805000000000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1183 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1184 2.567047052801013 2.8038236739305122 99.3659993 0.4860010499999987
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1185 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1186 2.484421334970585 2.647711396487564 97.900002 2.6849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1187 5.164763156480132 5.783644635107075 99.31799965 0.55800052499999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1188 4.653884743634862 5.217024558424273 99.489999925 0.6000000749999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1189 2.662665581968905 2.863824809124184 99.394499425 0.6955005749999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1190 5.2069290627649565 5.834177657763433 99.560999775 0.5290002249999987
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1191 5.380146929220165 6.225804684145235 99.435999925 0.6540000749999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1192 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1193 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1194 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1195 5.380146929220165 6.225804684145235 99.455999775 0.6340002250000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1196 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1197 6.1332362342154845 7.042713858712394 99.466000075 0.6239999250000011
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1198 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1199 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1200 5.380146929220165 6.225804684145235 99.50349965 0.5865003500000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1201 4.653884743634862 5.206002137644246 99.476000475 0.6139995249999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1202 2.8351867002774247 3.0416572873650125 98.9125001 1.1662498499999927
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1203 4.653884743634862 5.217024558424273 99.55849915 0.5315008499999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1204 2.860142299478968 3.0737695767587696 97.895000075 2.6924998874999986
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1205 2.529834495430901 2.7623276776584764 99.373498975 0.47475153749999066
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1206 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1207 6.1332362342154845 7.1047319186284295 99.451001075 0.6389989250000042
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1208 2.662665581968905 2.863824809124184 99.015499925 1.0117501124999961
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1209 2.6628823311383902 2.864964083918047 98.9950004 1.042499400000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1210 5.2069290627649565 5.778708355408493 99.5870001 0.5029999000000004
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1211 2.424976517247188 2.652997102939453 99.468000825 0.6219991749999935
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1212 2.391742296577694 2.615815831026791 99.44400025 0.6459997499999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1213 4.653884743634862 5.206002137644246 99.581000225 0.5089997750000009
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1214 5.380146929220165 6.210113893781532 99.519500225 0.5704997749999962
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1215 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1216 4.653884743634862 5.172625253206155 99.5439997 0.5460002999999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1217 2.424976517247188 2.652997102939453 99.472000875 0.6179991249999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1218 2.5198392304824284 2.7509474352494356 99.36899875 0.4815018749999922
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1219 6.074817479621943 7.050047158642672 99.263999775 0.6390003374999935
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1220 5.380146929220165 6.225804684145235 99.45150035 0.6384996499999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1221 6.074817479621943 6.969208746876125 99.2720009 0.6269986500000044
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1222 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1223 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1224 2.4771581835902237 2.709978969605373 99.3569989 0.49950165000000624
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1225 2.6628823311383902 2.864964083918047 99.005000125 1.0274998125000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1226 5.380146929220165 6.162678824743443 99.482000425 0.6079995750000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1227 2.834940994975147 3.0403731838566554 99.193499925 0.7447501125000002
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1228 5.380146929220165 6.210113893781532 99.440000575 0.6499994249999986
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1229 5.380146929220165 6.162678824743443 99.535499725 0.5545002750000038
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1230 5.643920762061073 6.4791403355229615 99.426000075 0.6639999249999932
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1231 5.380146929220165 6.225804684145235 99.511999775 0.578000224999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1232 5.380146929220165 6.225804684145235 99.434500575 0.6554994249999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1233 4.653884743634862 5.217024558424273 99.6400006 0.4499994000000044
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1234 5.380146929220165 6.162678824743443 99.526999625 0.5630003749999958
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1235 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1236 2.6628823311383902 2.864964083918047 99.029999325 0.9900010124999881
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1237 5.380146929220165 6.210113893781532 99.482000275 0.6079997249999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1238 2.391742296577694 2.615815831026791 99.403499575 0.6865004249999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1239 5.662484149976 6.565034296207201 99.323999075 0.5490013874999917
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1240 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1241 4.863655744699398 5.404653096844462 99.42650065 0.6634993500000036
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1242 2.424976517247188 2.652997102939453 99.438000575 0.651999424999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1243 6.074817479621943 7.050047158642672 99.243999875 0.6690001874999965
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1244 5.380146929220165 6.225804684145235 99.4244999 0.665500099999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1245 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1246 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1247 2.6628823311383902 2.864964083918047 99.02999865 0.9900020250000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1248 4.653884743634862 5.206002137644246 99.508000025 0.5819999749999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1249 2.424976517247188 2.652997102939453 99.48050135 0.6094986500000005
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1250 2.6628823311383902 2.864964083918047 99.0244998 0.9982502999999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1251 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1252 2.4424885025506455 2.6711950388540733 99.38599915 0.4560012749999913
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1253 6.1332362342154845 7.125276589389433 99.432500225 0.6574997749999995
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1254 4.8499541916341675 5.430050722045764 99.574000275 0.5159997249999947
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1255 6.074817479621943 7.029933411029088 99.268000775 0.63299883749999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1256 4.653884743634862 5.217024558424273 99.543499525 0.5465004749999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1257 2.520588890656041 2.680892638720169 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1258 5.380146929220165 6.225804684145235 99.498500225 0.591499774999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1259 5.380146929220165 6.162678824743443 99.48400015 0.6059998499999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1260 2.556756172899682 2.792099678431816 99.2885006 0.6022490999999874
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1261 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1262 5.380146929220165 6.225804684145235 99.547499375 0.5425006249999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1263 5.380146929220165 6.210113893781532 99.42350015 0.6664998500000024
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1264 5.380146929220165 6.225804684145235 99.5030001 0.5869999000000036
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1265 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1266 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1267 2.5261972139043727 2.686892048471686 99.099998 0.8850029999999975
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1268 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1269 5.380146929220165 6.225804684145235 99.46300005 0.6269999499999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1270 2.391742296577694 2.615815831026791 99.42400025 0.6659997499999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1271 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1272 4.653884743634862 5.206002137644246 99.5705005 0.5194995000000034
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1273 4.653884743634862 5.217024558424273 99.622001025 0.46799897499999477
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1274 5.380146929220165 6.225804684145235 99.553999775 0.5360002250000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1275 5.380146929220165 6.225804684145235 99.5039994 0.5860005999999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1276 4.653884743634862 5.172625253206155 99.59050025 0.4994997499999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1277 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1278 5.380146929220165 6.225804684145235 99.45850055 0.6314994500000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1279 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1280 2.662665581968905 2.863824809124184 98.999500425 1.035749362500006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1281 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1282 2.4424885025506455 2.6711950388540733 99.37799915 0.468001275000006
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1283 5.616003549771427 6.496253380351439 99.584500425 0.5054995749999961
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1284 5.380146929220165 6.162678824743443 99.423000075 0.6669999249999933
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1285 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1286 5.380146929220165 6.225804684145235 99.540499425 0.5495005750000047
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1287 5.380146929220165 6.225804684145235 99.47250045 0.6174995499999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1288 4.653884743634862 5.217024558424273 99.551499425 0.5385005749999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1289 2.730033257401251 2.9335518903975912 98.8219998 1.302000299999996
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1290 5.643920762061073 6.531592925067336 99.412499525 0.6775004749999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1291 4.653884743634862 5.172625253206155 99.517998175 0.5720018249999953
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1292 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1293 2.424976517247188 2.652997102939453 99.43750055 0.652499450000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1294 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1295 4.653884743634862 5.206002137644246 99.474000925 0.6159990749999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1296 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1297 5.643920762061073 6.548952565189377 99.406000225 0.6839997749999981
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1298 2.684885051083305 2.8934364005483477 98.236000025 2.180999962500003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1299 2.662665581968905 2.863824809124184 99.004499675 1.0282504874999887
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1300 5.2069290627649565 5.778708355408493 99.585500025 0.504499974999996
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1301 4.863655744699398 5.404653096844462 99.4325001 0.6574998999999991
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1302 2.684885051083305 2.8934364005483477 98.298500325 2.0872495124999872
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1303 4.653884743634862 5.217024558424273 99.63650085 0.4534991499999933
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1304 2.5203946860998503 2.67989503039326 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1305 2.6628823311383902 2.864964083918047 98.9780005 1.0679992500000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1306 2.4372453132287224 2.665265444931263 99.11650015 0.8602497750000069
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1307 5.380146929220165 6.225804684145235 99.464500275 0.6254997249999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1308 5.616003549771427 6.444364596009864 99.584499975 0.5055000249999978
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1309 5.380146929220165 6.162678824743443 99.5214992 0.5685008000000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1310 2.556756172899682 2.792099678431816 99.28400045 0.6089993250000063
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1311 5.380146929220165 6.225804684145235 99.515500125 0.5744998749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1312 6.074817479621943 6.969208746876125 99.2660004 0.6359994000000029
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1313 2.445958674349779 2.6738666256592296 99.192499825 0.7462502624999985
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1314 2.725710935900783 2.9303364888421144 99.2194988 0.7057518000000016
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1315 5.380146929220165 6.225804684145235 99.411000025 0.6789999749999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1316 5.380146929220165 6.225804684145235 99.501499425 0.588500574999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1317 2.471764908955017 2.629906161679195 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1318 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1319 2.684885051083305 2.8934364005483477 98.240000175 2.174999737499988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1320 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1321 2.424976517247188 2.652997102939453 99.466000925 0.6239990749999947
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1322 5.380146929220165 6.225804684145235 99.503499825 0.586500174999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1323 2.662665581968905 2.863824809124184 99.322 0.5519999999999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1324 2.5198392304824284 2.7509474352494356 99.371498925 0.47775161250000053
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1325 2.391742296577694 2.615815831026791 99.42149925 0.6685007500000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1326 6.074817479621943 7.050047158642672 99.26800005 0.632999925
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1327 5.380146929220165 6.225804684145235 99.492500075 0.5974999250000025
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1328 6.1332362342154845 7.1047319186284295 99.4635003 0.6264996999999909
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1329 4.653884743634862 5.172625253206155 99.5604995 0.5295004999999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1330 2.540294267473839 2.70580793582969 98.440002 1.8749969999999863
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1331 2.424976517247188 2.652997102939453 99.438000275 0.6519997250000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1332 5.164763156480132 5.783644635107075 99.329498225 0.5407526625000045
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1333 2.424976517247188 2.652997102939453 99.473000725 0.6169992749999921
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1334 2.490901078044113 2.654856861077285 98.480003 1.814995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1335 6.1332362342154845 7.125276589389433 99.4390005 0.6509994999999918
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1336 5.380146929220165 6.225804684145235 99.555500175 0.5344998249999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1337 5.380146929220165 6.210113893781532 99.554999825 0.5350001750000019
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1338 2.7259380711946983 2.9315293079659885 99.034499725 0.9832504124999915
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1339 2.4771581835902237 2.709978969605373 99.35549875 0.5017518750000036
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1340 2.822395400439474 3.02659237044953 98.7550001 1.402499849999991
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1341 2.8226389357982513 3.0278648572329327 98.317499175 2.0587512375000045
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1342 4.653884743634862 5.217024558424273 99.476000275 0.6139997249999937
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1343 2.662665581968905 2.863824809124184 99.396999175 0.6930008249999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1344 2.556756172899682 2.792099678431816 99.280500325 0.6142495124999883
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1345 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1346 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1347 2.6628823311383902 2.864964083918047 98.8924994 1.1962508999999883
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1348 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1349 2.5198392304824284 2.7509474352494356 99.37049845 0.47925232499999737
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1350 2.822395400439474 3.02659237044953 98.7390001 1.426499849999999
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1351 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1352 5.380146929220165 6.225804684145235 99.46000045 0.6299995500000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1353 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1354 6.074817479621943 7.029933411029088 99.27500045 0.6224993250000068
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1355 5.164763156480132 5.783644635107075 99.321999375 0.5520009374999901
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1356 5.380146929220165 6.162678824743443 99.478000325 0.6119996750000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1357 2.834940994975147 3.0403731838566554 99.18700025 0.7544996250000011
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1358 4.653884743634862 5.206002137644246 99.580999825 0.5090001749999914
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1359 6.074817479621943 7.050047158642672 99.258000725 0.6479989124999932
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1360 6.074817479621943 6.969208746876125 99.273500675 0.6247489875000056
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1361 5.380146929220165 6.162678824743443 99.528999325 0.5610006749999968
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1362 2.484421334970585 2.647711396487564 97.900002 2.6849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1363 2.424976517247188 2.652997102939453 99.386499 0.4552514999999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1364 5.2069290627649565 5.778708355408493 99.58850025 0.5014997500000021
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1365 4.653884743634862 5.206002137644246 99.471000175 0.6189998249999974
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1366 6.1332362342154845 7.125276589389433 99.44 0.65
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1367 4.653884743634862 5.217024558424273 99.54600005 0.5439999499999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1368 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1369 5.164763156480132 5.72912758207104 99.331999075 0.5370013874999984
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1370 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1371 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1372 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1373 2.6229254628858425 2.7862457695177656 97.620003 3.104995500000001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1374 2.684885051083305 2.8934364005483477 98.237999725 2.1780004125000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1375 2.391742296577694 2.615815831026791 99.369999825 0.48000026250000616
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1376 4.653884743634862 5.206002137644246 99.5664995 0.5235004999999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1377 5.380146929220165 6.225804684145235 99.4435005 0.6464994999999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1378 2.6628823311383902 2.864964083918047 98.989500525 1.0507492125000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1379 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1380 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1381 4.653884743634862 5.217024558424273 99.566499725 0.5235002749999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1382 4.653884743634862 5.206002137644246 99.542499525 0.5475004750000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1383 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1384 5.2069290627649565 5.834177657763433 99.560999575 0.529000425000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1385 5.380146929220165 6.225804684145235 99.4365008 0.6534991999999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1386 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1387 2.265617103116474 2.45103734193965 99.540001 0.549998999999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1388 5.380146929220165 6.225804684145235 99.50550005 0.5844999500000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1389 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1390 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1391 2.834940994975147 3.0403731838566554 99.185499625 0.7567505624999882
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1392 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1393 6.074817479621943 7.050047158642672 99.257000175 0.649499737499994
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1394 6.074817479621943 7.029933411029088 99.2665001 0.6352498499999939
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1395 4.863655744699398 5.453143638818352 99.428999625 0.6610003749999948
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1396 2.725710935900783 2.9303364888421144 99.218499125 0.7072513125000057
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1397 5.662484149976 6.565034296207201 99.3400001 0.5249998500000004
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1398 4.653884743634862 5.172625253206155 99.581499675 0.5085003249999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1399 5.380146929220165 6.225804684145235 99.5084996 0.5815004000000045
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1400 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1401 2.424976517247188 2.652997102939453 99.4290001 0.6609999000000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1402 2.424976517247188 2.652997102939453 99.4385002 0.6514998000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1403 2.662665581968905 2.863824809124184 99.01299965 1.0155005250000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1404 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1405 4.653884743634862 5.217024558424273 99.59099995 0.4990000500000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1406 2.265617103116474 2.45103734193965 99.639999 0.45000099999999466
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1407 2.7194089568215025 2.9243891423135997 99.321500075 0.5527498874999921
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1408 4.653884743634862 5.217024558424273 99.55849965 0.5315003499999961
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1409 2.662665581968905 2.863824809124184 99.33599825 0.5310026249999922
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1410 2.6628823311383902 2.864964083918047 99.022499775 1.0012503374999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1411 4.653884743634862 5.217024558424273 99.6165006 0.4734994000000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1412 2.662665581968905 2.863824809124184 99.3005006 0.5842490999999868
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1413 4.653884743634862 5.172625253206155 99.5374991 0.5525008999999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1414 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1415 2.306406657345388 2.494401565097238 99.580002 0.5099980000000045
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1416 5.380146929220165 6.210113893781532 99.469500425 0.620499574999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1417 5.380146929220165 6.225804684145235 99.461499925 0.6285000749999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1418 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1419 2.391742296577694 2.615815831026791 99.413499975 0.6765000250000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1420 4.653884743634862 5.217024558424273 99.541999425 0.5480005749999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1421 2.6628823311383902 2.864964083918047 99.026499675 0.9952504875000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1422 5.380146929220165 6.225804684145235 99.4355002 0.6544997999999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1423 4.653884743634862 5.172625253206155 99.46250045 0.6274995500000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1424 2.424976517247188 2.652997102939453 99.44600045 0.6439995499999981
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1425 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1426 2.471764908955017 2.629906161679195 99.379997 0.46500449999999205
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1427 5.380146929220165 6.225804684145235 99.55749925 0.5325007499999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1428 2.4771581835902237 2.709978969605373 99.362998825 0.49050176249998856
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1429 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1430 5.380146929220165 6.225804684145235 99.418499925 0.6715000749999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1431 4.653884743634862 5.206002137644246 99.6115011 0.4784988999999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1432 2.424976517247188 2.652997102939453 99.425000225 0.6649997749999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1433 5.380146929220165 6.225804684145235 99.464500175 0.625499825
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1434 5.380146929220165 6.225804684145235 99.49900035 0.5909996499999949
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1435 2.662665581968905 2.863824809124184 99.09000035 0.8999994750000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1436 2.6628823311383902 2.864964083918047 98.9905002 1.0492496999999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1437 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1438 5.380146929220165 6.225804684145235 99.4660008 0.6239991999999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1439 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1440 5.643920762061073 6.548952565189377 99.4094999 0.6805000999999976
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1441 5.164763156480132 5.783644635107075 99.3284995 0.5422507499999867
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1442 5.380146929220165 6.225804684145235 99.515500125 0.5744998749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1443 4.653884743634862 5.172625253206155 99.6075006 0.48249940000000324
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1444 2.4424885025506455 2.6711950388540733 99.386499275 0.4552510874999882
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1445 5.380146929220165 6.210113893781532 99.42349955 0.6665004499999952
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1446 5.164763156480132 5.770101014488654 99.3259999 0.5460001499999976
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1447 4.653884743634862 5.206002137644246 99.570499925 0.5195000750000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1448 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1449 5.616003549771427 6.513425431139061 99.58400005 0.5059999499999975
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1450 5.380146929220165 6.162678824743443 99.525999425 0.5640005750000029
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1451 5.643920762061073 6.4791403355229615 99.4165003 0.6734997000000021
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1452 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1453 5.380146929220165 6.225804684145235 99.502499825 0.5875001749999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1454 2.662665581968905 2.863824809124184 99.323499175 0.5497512375000042
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1455 2.662665581968905 2.863824809124184 99.047999525 0.9630007125000049
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1456 6.1332362342154845 7.125276589389433 99.425499675 0.6645003250000002
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1457 2.6628823311383902 2.864964083918047 98.892999075 1.1955013874999878
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1458 2.391742296577694 2.615815831026791 99.398499325 0.6915006749999947
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1459 4.653884743634862 5.172625253206155 99.590000925 0.4999990749999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1460 4.8293247338410845 5.405603643416231 99.73649975 0.35350025000000473
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1461 2.662665581968905 2.863824809124184 99.26500055 0.6374991750000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1462 5.380146929220165 6.225804684145235 99.4905 0.5995000000000005
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1463 4.653884743634862 5.217024558424273 99.54349955 0.5465004499999907
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1464 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1465 2.529834495430901 2.7623276776584764 99.377499075 0.46875138749999223
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1466 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1467 2.490901078044113 2.654856861077285 98.580002 1.6649970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1468 2.4807276406245946 2.7127287387778396 99.267000075 0.6344998874999987
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1469 2.662665581968905 2.863824809124184 99.283000625 0.6104990624999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1470 2.424976517247188 2.652997102939453 99.420999375 0.6690006250000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1471 2.391742296577694 2.615815831026791 99.3724994 0.4762509000000037
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1472 5.380146929220165 6.225804684145235 99.413499925 0.6765000750000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1473 2.3132251559296804 2.5020880900277502 98.139999 2.325001499999992
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1474 2.471764908955017 2.629906161679195 99.360001 0.49499850000000123
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1475 5.380146929220165 6.225804684145235 99.445500575 0.6444994250000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1476 5.643920762061073 6.548952565189377 99.399999175 0.6900008249999928
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1477 2.684885051083305 2.8934364005483477 98.23200065 2.1869990249999915
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1478 4.653884743634862 5.206002137644246 99.574999975 0.5150000250000005
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1479 2.7259380711946983 2.9315293079659885 99.022999675 1.0005004875000054
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1480 4.653884743634862 5.172625253206155 99.5164984 0.5735015999999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1481 4.8499541916341675 5.393749180260384 99.577998975 0.5120010249999979
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1482 6.074817479621943 7.029933411029088 99.273000325 0.6254995124999994
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1483 5.380146929220165 6.225804684145235 99.44949995 0.6405000499999943
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1484 2.8351867002774247 3.0416572873650125 98.908000625 1.172999062499997
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1485 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1486 5.2069290627649565 5.778708355408493 99.587999675 0.5020003249999917
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1487 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1488 6.074817479621943 6.969208746876125 99.2625002 0.6412496999999888
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1489 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1490 5.164763156480132 5.72912758207104 99.331499075 0.537751387500002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1491 4.653884743634862 5.217024558424273 99.5910002 0.49899980000000144
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1492 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1493 2.6628823311383902 2.864964083918047 98.999500075 1.0357498874999962
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1494 4.653884743634862 5.206002137644246 99.616000475 0.47399952499999076
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1495 5.380146929220165 6.162678824743443 99.484999975 0.6050000250000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1496 5.2069290627649565 5.834177657763433 99.5539999 0.536000100000004
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1497 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1498 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1499 2.6628823311383902 2.864964083918047 99.0249994 0.9975008999999986
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1500 5.643920762061073 6.531592925067336 99.41399985 0.6760001500000016
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1501 4.653884743634862 5.172625253206155 99.554999075 0.535000925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1502 5.380146929220165 6.225804684145235 99.5504994 0.539500599999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1503 2.5260021442079115 2.685889971006939 99.260002 0.6449969999999965
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1504 2.7194089568215025 2.9243891423135997 99.310500825 0.5692487624999885
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1505 4.653884743634862 5.172625253206155 99.538999575 0.5510004249999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1506 2.471764908955017 2.629906161679195 99.339996 0.5250059999999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1507 5.380146929220165 6.225804684145235 99.467000075 0.6229999249999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1508 2.424976517247188 2.652997102939453 99.39350025 0.6964997499999953
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1509 5.616003549771427 6.513425431139061 99.579499625 0.5105003750000009
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1510 5.380146929220165 6.210113893781532 99.5169999 0.5730000999999959
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1511 2.424976517247188 2.652997102939453 99.3804993 0.46425105000000144
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1512 5.380146929220165 6.210113893781532 99.475000625 0.6149993749999908
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1513 2.6628823311383902 2.864964083918047 98.93350015 1.134749774999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1514 5.380146929220165 6.225804684145235 99.503000075 0.586999924999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1515 6.1332362342154845 7.1047319186284295 99.458999975 0.6310000250000002
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1516 2.6628823311383902 2.864964083918047 99.0304991 0.9892513499999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1517 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1518 4.653884743634862 5.217024558424273 99.554498975 0.5355010249999964
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1519 5.2069290627649565 5.834177657763433 99.566999875 0.5230001250000044
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1520 5.380146929220165 6.225804684145235 99.474499975 0.6155000249999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1521 5.164763156480132 5.783644635107075 99.3329993 0.5355010500000006
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1522 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1523 2.265617103116474 2.45103734193965 99.660004 0.42999599999999705
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1524 5.380146929220165 6.225804684145235 99.502499275 0.5875007249999925
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1525 6.1332362342154845 7.125276589389433 99.4525002 0.6374997999999948
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1526 2.684885051083305 2.8934364005483477 98.3025 2.0812500000000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1527 6.074817479621943 7.050047158642672 99.253999525 0.6540007125000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1528 2.484421334970585 2.647711396487564 97.900002 2.6849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1529 2.424976517247188 2.652997102939453 99.3794995 0.4657507500000051
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1530 5.164763156480132 5.72912758207104 99.3324994 0.5362508999999918
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1531 5.380146929220165 6.225804684145235 99.4319996 0.6580004000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1532 2.471764908955017 2.629906161679195 99.220001 0.7049985000000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1533 2.391742296577694 2.615815831026791 99.4100001 0.6799998999999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1534 2.6301488740509615 2.79415964758139 97.879997 2.715004499999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1535 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1536 5.380146929220165 6.210113893781532 99.476500375 0.6134996249999972
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1537 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1538 2.236581238025282 2.4192675673224646 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1539 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1540 5.2069290627649565 5.778708355408493 99.5905005 0.4994994999999932
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1541 2.662665581968905 2.863824809124184 99.394999125 0.6950008749999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1542 2.860142299478968 3.0737695767587696 97.880498675 2.714251987499999
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1543 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1544 2.567047052801013 2.8038236739305122 99.3764997 0.47025045000000176
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1545 2.529834495430901 2.7623276776584764 99.371499825 0.4777502624999954
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1546 2.471764908955017 2.629906161679195 99.400002 0.6899979999999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1547 2.471764908955017 2.629906161679195 99.32 0.5550000000000068
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1548 6.074817479621943 6.969208746876125 99.26600075 0.6359988749999914
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1549 2.6773582880153732 2.8849510243490473 97.659501225 3.045748162499997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1550 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1551 2.684885051083305 2.8934364005483477 98.23250025 2.186249624999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1552 2.6628823311383902 2.864964083918047 99.00199985 1.0320002249999902
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1553 2.391742296577694 2.615815831026791 99.37399865 0.4740020249999901
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1554 2.471951691368624 2.6308668930861954 99.0 1.0349999999999966
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1555 2.662665581968905 2.863824809124184 99.102000425 0.8819993624999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1556 6.1332362342154845 7.042713858712394 99.4645003 0.6254997000000003
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1557 2.662665581968905 2.863824809124184 99.281000925 0.6134986124999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1558 5.380146929220165 6.225804684145235 99.4530003 0.6369996999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1559 2.834940994975147 3.0403731838566554 99.187000725 0.7544989124999901
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1560 2.8351867002774247 3.0416572873650125 98.898499075 1.187251387499991
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1561 2.822395400439474 3.02659237044953 98.736500275 1.4302495875000005
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1562 5.2069290627649565 5.82039661779096 99.573999575 0.5160004249999958
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1563 5.380146929220165 6.210113893781532 99.513499725 0.5765002749999951
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1564 2.6628823311383902 2.864964083918047 98.9680005 1.0829992499999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1565 4.8293247338410845 5.405603643416231 99.737999875 0.3520001249999979
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1566 2.6628823311383902 2.864964083918047 99.034999825 0.9825002624999968
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1567 2.391742296577694 2.615815831026791 99.42649985 0.6635001499999987
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1568 4.653884743634862 5.172625253206155 99.512998925 0.5770010749999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1569 4.653884743634862 5.172625253206155 99.57799995 0.5120000499999918
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1570 5.380146929220165 6.210113893781532 99.5660001 0.5239999000000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1571 6.1332362342154845 7.042713858712394 99.475500875 0.6144991250000033
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1572 2.662665581968905 2.863824809124184 99.3974997 0.6925003000000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1573 5.616003549771427 6.513425431139061 99.57150015 0.5184998499999921
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1574 4.653884743634862 5.172625253206155 99.542499525 0.5475004750000011
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1575 2.424976517247188 2.652997102939453 99.44250095 0.6474990500000019
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1576 5.380146929220165 6.225804684145235 99.460000325 0.629999675000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1577 2.6628823311383902 2.864964083918047 99.00200005 1.0319999249999867
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1578 2.662665581968905 2.863824809124184 99.050499675 0.9592504875000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1579 4.653884743634862 5.217024558424273 99.55249935 0.5375006499999927
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1580 5.380146929220165 6.225804684145235 99.454000825 0.6359991750000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1581 4.653884743634862 5.217024558424273 99.5760004 0.5139995999999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1582 2.471764908955017 2.629906161679195 99.199997 0.7350045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1583 5.380146929220165 6.225804684145235 99.54849945 0.5415005500000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1584 2.4717652542409985 2.7038761350360896 99.2154998 0.7117502999999914
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1585 4.653884743634862 5.172625253206155 99.57649945 0.5135005499999977
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1586 4.653884743634862 5.172625253206155 99.639001225 0.4509987749999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1587 2.424976517247188 2.652997102939453 99.4405004 0.649499599999993
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1588 2.719182908239587 2.9232021255057368 99.503500175 0.5864998249999985
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1589 5.380146929220165 6.162678824743443 99.47900055 0.6109994500000028
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1590 2.391742296577694 2.615815831026791 99.404499675 0.685500325000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1591 2.7194089568215025 2.9243891423135997 99.3180001 0.5579998499999874
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1592 5.380146929220165 6.162678824743443 99.5499996 0.540000399999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1593 2.4807276406245946 2.7127287387778396 99.273500675 0.6247489875000056
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1594 2.6628823311383902 2.864964083918047 99.026499175 0.9952512374999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1595 5.380146929220165 6.162678824743443 99.467500875 0.6224991249999988
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1596 4.653884743634862 5.206002137644246 99.567999575 0.522000424999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1597 4.653884743634862 5.206002137644246 99.6130008 0.47699920000000307
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1598 5.380146929220165 6.162678824743443 99.52149975 0.5685002499999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1599 5.662484149976 6.565034296207201 99.331499675 0.5377504874999914
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1600 2.471951691368624 2.6308668930861954 99.080002 0.9149970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1601 5.380146929220165 6.210113893781532 99.5239992 0.566000799999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1602 4.653884743634862 5.217024558424273 99.628501325 0.46149867499999575
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1603 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1604 5.380146929220165 6.162678824743443 99.5234991 0.5665009000000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1605 5.380146929220165 6.225804684145235 99.500499575 0.5895004249999914
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1606 2.265617103116474 2.45103734193965 99.68 0.4099999999999909
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1607 2.4424885025506455 2.6711950388540733 99.386499275 0.4552510874999882
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1608 2.471764908955017 2.629906161679195 99.160004 0.7949939999999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1609 2.280895834132825 2.466561988382476 99.599998 0.4900019999999984
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1610 2.662665581968905 2.863824809124184 99.00950015 1.0207497750000059
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1611 2.391742296577694 2.615815831026791 99.40549985 0.6845001499999995
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1612 5.380146929220165 6.162678824743443 99.473500825 0.6164991749999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1613 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1614 4.653884743634862 5.217024558424273 99.506499875 0.5835001249999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1615 2.424976517247188 2.652997102939453 99.397499725 0.6925002749999948
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1616 5.380146929220165 6.225804684145235 99.544999775 0.545000225000004
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1617 5.380146929220165 6.225804684145235 99.473999525 0.6160004750000013
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1618 4.653884743634862 5.217024558424273 99.5965 0.4934999999999917
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1619 5.380146929220165 6.225804684145235 99.5010002 0.5889998000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1620 5.380146929220165 6.210113893781532 99.4765004 0.6134995999999916
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1621 4.653884743634862 5.206002137644246 99.541999425 0.5480005749999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1622 2.265617103116474 2.45103734193965 99.599998 0.4900019999999984
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1623 4.653884743634862 5.172625253206155 99.615500325 0.47449967499999846
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1624 5.380146929220165 6.225804684145235 99.502500325 0.587499674999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1625 5.380146929220165 6.225804684145235 99.43000005 0.6599999499999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1626 2.471951691368624 2.6308668930861954 99.019997 1.0050044999999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1627 6.074817479621943 7.050047158642672 99.26200065 0.6419990249999898
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1628 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1629 5.616003549771427 6.496253380351439 99.586500025 0.5034999749999912
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1630 5.380146929220165 6.210113893781532 99.510999575 0.5790004249999982
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1631 4.653884743634862 5.172625253206155 99.614000375 0.4759996249999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1632 4.863655744699398 5.453143638818352 99.43100005 0.6589999500000033
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1633 2.662665581968905 2.863824809124184 99.2955008 0.5917487999999977
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1634 2.834940994975147 3.0403731838566554 99.184499825 0.7582502624999918
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1635 2.662665581968905 2.863824809124184 99.329499525 0.5407507124999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1636 5.380146929220165 6.210113893781532 99.52249995 0.567500050000001
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1637 4.8499541916341675 5.430050722045764 99.576000025 0.5139999749999987
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1638 5.2069290627649565 5.82039661779096 99.583000075 0.5069999249999967
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1639 4.653884743634862 5.206002137644246 99.50749975 0.5825002500000039
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1640 5.2069290627649565 5.834177657763433 99.558499675 0.5315003250000047
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1641 4.653884743634862 5.217024558424273 99.595000075 0.49499992499999623
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1642 2.424976517247188 2.652997102939453 99.437500275 0.6524997249999928
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1643 2.567047052801013 2.8038236739305122 99.373499575 0.47475063750000146
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1644 2.533555344702426 2.698385956337353 98.599998 1.6350029999999975
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1645 5.380146929220165 6.225804684145235 99.50299975 0.587000249999997
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1646 2.4372453132287224 2.665265444931263 99.1220011 0.8519983499999881
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1647 4.653884743634862 5.172625253206155 99.470500925 0.6194990750000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1648 2.44486063603253 2.67404292632492 98.3239998 2.049000300000003
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1649 2.471951691368624 2.6308668930861954 98.980003 1.064995500000002
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1650 2.424976517247188 2.652997102939453 99.41799995 0.6720000500000026
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1651 5.380146929220165 6.162678824743443 99.553999325 0.5360006749999912
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1652 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1653 4.8293247338410845 5.3696271552974455 99.738499275 0.3515007250000025
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1654 6.074817479621943 7.029933411029088 99.255999975 0.6510000375000047
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1655 2.8351867002774247 3.0416572873650125 98.902999675 1.180500487499991
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1656 6.074817479621943 7.050047158642672 99.258499925 0.6472501125000036
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1657 4.653884743634862 5.206002137644246 99.64500205 0.44499794999999553
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1658 2.6628823311383902 2.864964083918047 98.93350115 1.1347482749999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1659 5.164763156480132 5.72912758207104 99.333498825 0.5347517624999867
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1660 5.380146929220165 6.225804684145235 99.460500425 0.6294995749999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1661 2.529834495430901 2.7623276776584764 99.365498975 0.4867515375000053
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1662 5.380146929220165 6.210113893781532 99.467001175 0.6229988250000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1663 5.380146929220165 6.162678824743443 99.47449985 0.6155001499999969
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1664 4.653884743634862 5.217024558424273 99.479499575 0.6105004249999922
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1665 5.380146929220165 6.210113893781532 99.5624994 0.5275006000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1666 6.1332362342154845 7.042713858712394 99.468500375 0.6214996249999928
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1667 5.380146929220165 6.225804684145235 99.4335002 0.6564998000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1668 5.380146929220165 6.162678824743443 99.41949975 0.6705002499999978
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1669 4.653884743634862 5.172625253206155 99.573000475 0.5169995249999971
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1670 2.391742296577694 2.615815831026791 99.38749925 0.4537511249999895
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1671 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1672 6.074817479621943 6.969208746876125 99.27349995 0.6247500749999944
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1673 2.556756172899682 2.792099678431816 99.28100055 0.6134991749999941
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1674 5.380146929220165 6.225804684145235 99.507500275 0.5824997249999996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1675 5.643920762061073 6.548952565189377 99.420499775 0.6695002250000016
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1676 5.662484149976 6.5475894076410945 99.34499945 0.517500824999992
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1677 5.662484149976 6.565034296207201 99.3319992 0.5370011999999988
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1678 4.653884743634862 5.206002137644246 99.46999995 0.6200000499999959
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1679 2.730261113660253 2.934747329206312 98.53199905 1.7370014250000025
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1680 2.471764908955017 2.629906161679195 99.239998 0.6750029999999967
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1681 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1682 4.653884743634862 5.172625253206155 99.615001075 0.47499892500000274
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1683 2.424976517247188 2.652997102939453 99.47850095 0.6114990500000005
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1684 5.380146929220165 6.225804684145235 99.50049995 0.5895000499999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1685 2.424976517247188 2.652997102939453 99.469001675 0.6209983249999965
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1686 2.265617103116474 2.45103734193965 99.620003 0.4699970000000008
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1687 2.540294267473839 2.70580793582969 98.440002 1.8749969999999863
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1688 5.380146929220165 6.225804684145235 99.46750035 0.6224996500000032
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1689 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1690 5.380146929220165 6.210113893781532 99.4275003 0.6624996999999923
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1691 5.380146929220165 6.225804684145235 99.422500325 0.6674996749999963
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1692 5.380146929220165 6.162678824743443 99.48150015 0.6084998499999955
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1693 5.380146929220165 6.225804684145235 99.465000225 0.6249997750000006
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1694 4.653884743634862 5.172625253206155 99.554499175 0.5355008249999941
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1695 4.653884743634862 5.172625253206155 99.594500125 0.4954998750000016
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1696 2.662665581968905 2.863824809124184 99.28250105 0.6112484250000065
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1697 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1698 4.653884743634862 5.206002137644246 99.541999225 0.5480007749999999
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1699 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1700 6.1332362342154845 7.125276589389433 99.451500025 0.6384999749999963
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1701 5.662484149976 6.494880617537753 99.32999935 0.5400009750000052
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1702 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1703 2.445958674349779 2.6738666256592296 99.1944995 0.7432507499999872
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1704 2.490901078044113 2.654856861077285 98.580002 1.6649970000000067
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1705 2.7345077590066698 2.9452168334244235 98.273000575 2.1254991375000003
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1706 5.380146929220165 6.162678824743443 99.573999925 0.5160000750000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1707 2.730033257401251 2.9335518903975912 98.8214997 1.3027504499999907
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1708 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1709 5.164763156480132 5.770101014488654 99.33449965 0.5332505249999997
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1710 2.484421334970585 2.647711396487564 98.440002 1.8749969999999863
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1711 2.236581238025282 2.4192675673224646 99.459999 0.6300010000000015
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1712 2.6628823311383902 2.864964083918047 98.914500175 1.1632497374999957
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1713 2.490901078044113 2.654856861077285 97.82 2.805000000000007
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1714 6.1332362342154845 7.125276589389433 99.4310002 0.658999799999998
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1715 2.490901078044113 2.654856861077285 98.459999 1.8450015000000022
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1716 2.424976517247188 2.652997102939453 99.474000575 0.6159994249999926
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1717 4.653884743634862 5.217024558424273 99.478000175 0.6119998249999924
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1718 2.484421334970585 2.647711396487564 97.699997 2.9850045000000023
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1719 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1720 5.380146929220165 6.210113893781532 99.51599985 0.5740001499999977
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1721 5.380146929220165 6.225804684145235 99.4455001 0.6444998999999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1722 2.5198392304824284 2.7509474352494356 99.367498375 0.4837524375000015
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1723 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1724 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1725 2.6628823311383902 2.864964083918047 99.029999175 0.990001237499996
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1726 2.484421334970585 2.647711396487564 98.18 2.2649999999999864
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1727 4.653884743634862 5.172625253206155 99.4665007 0.6234993000000003
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1728 5.380146929220165 6.210113893781532 99.4305001 0.6594998999999945
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1729 2.662665581968905 2.863824809124184 99.09350035 0.8947494749999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1730 2.471951691368624 2.6308668930861954 98.900002 1.1849969999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1731 6.074817479621943 7.050047158642672 99.2665001 0.6352498499999939
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1732 2.822395400439474 3.02659237044953 98.74949935 1.4107509750000062
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1733 5.380146929220165 6.225804684145235 99.467000275 0.622999724999994
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1734 4.653884743634862 5.206002137644246 99.47200055 0.6179994499999936
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1735 2.6628823311383902 2.864964083918047 98.994999875 1.0425001874999893
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1736 2.8226389357982513 3.0278648572329327 98.335499625 2.031750562500001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1737 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1738 2.391742296577694 2.615815831026791 99.402999975 0.6870000249999976
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1739 2.236581238025282 2.4192675673224646 99.559998 0.5300020000000046
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1740 5.380146929220165 6.162678824743443 99.43049945 0.6595005499999985
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1741 5.380146929220165 6.225804684145235 99.4500003 0.6399996999999985
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1742 2.471951691368624 2.6308668930861954 99.040001 0.974998499999991
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1743 4.653884743634862 5.217024558424273 99.53550005 0.5544999500000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1744 5.380146929220165 6.225804684145235 99.503999575 0.5860004250000032
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise mul fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf1745 5.2069290627649565 5.82039661779096 99.5845001 0.5054998999999981
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index aab8b411558702bc1808ceff96aebd37be59a3f0..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/lenet_mnist/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,5889 +0,0 @@
-3892.7644
-+++++
-conf1 1 1 99.69 0.0
-1 gpu conv fp32 1 add fp32 1 pool_max fp32 1 tanh fp32 1
-2 gpu conv fp32 1 add fp32 1 pool_max fp32 1 tanh fp32 1
-3 gpu mul fp32 1 add fp32 1 tanh fp32 1
-4 gpu mul fp32 1 add fp32 1 tanh fp32 1
-5 gpu softmax fp32 1
------
-+++++
-conf1 2.303211790587411 2.5255087418768927 99.4405011 0.6494988999999919
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf2 6.049759603467329 6.999140522275319 99.247499625 0.6637505624999918
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf3 4.257773923209759 4.804012483614686 99.475500875 0.6144991250000033
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf4 3.9868155475954343 4.481931912203882 99.55999965 0.5300003500000031
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf5 4.514752612130342 5.187677348570818 99.52149975 0.5685002499999939
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf6 4.4712192720317985 5.1523633657755985 99.5005001 0.5894999000000013
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf7 2.4637141094786728 2.664411601852718 99.380999175 0.4635012374999974
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf8 5.2069290627649565 5.7991525899754865 99.57700015 0.5129998499999943
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf9 2.0949719902971577 2.2771351360841487 99.68 0.4099999999999909
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf10 2.5237511168898585 2.7291529293563137 99.097999925 0.8880001125000021
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf11 4.085649995452931 4.598190595562092 99.550999225 0.5390007749999995
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf12 4.8293247338410845 5.417488445539594 99.72650005 0.36349994999999924
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf13 4.822617589575756 5.5590167025057005 99.467000825 0.6229991749999982
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf14 4.8293247338410845 5.409278422108838 99.72250035 0.3674996499999935
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf15 2.545217384099109 2.7478852551046713 98.99100065 1.048499024999991
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf16 5.64070638031918 6.477144699406809 99.3364993 0.5302510499999968
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf17 3.9686234627784653 4.445126313289553 99.6080005 0.4819994999999949
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf18 2.4321403807878594 2.6317875730347002 99.00499975 1.0275003750000025
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf19 4.815338646475441 5.521425947595565 99.429000025 0.6609999750000043
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf20 5.360482970051994 6.179111301909426 99.556000075 0.5339999249999977
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf21 2.3510350889307476 2.5181306543019204 99.0 1.0349999999999966
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf22 4.920549115449641 5.690961179976676 99.508999675 0.5810003249999994
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf23 4.257773923209759 4.786649681030171 99.4715006 0.6184993999999989
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf24 5.360482970051994 6.175369485807608 99.533499775 0.5565002250000021
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf25 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf26 4.8499541916341675 5.442043385574021 99.566499875 0.5235001249999925
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf27 4.620320547401898 5.3463258250932135 99.44900035 0.640999649999992
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf28 3.9868155475954343 4.466815548597969 99.5589995 0.531000499999999
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf29 4.243038395730704 4.785205647978252 99.5525002 0.5374998000000005
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf30 4.841662699488451 5.609836021060269 99.434000525 0.6559994749999959
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf31 4.4712192720317985 5.1572020933320335 99.493500625 0.5964993750000019
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf32 2.3270103539559357 2.5534840907339182 99.48100075 0.6089992499999909
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf33 4.494324316585834 5.181525968226739 99.46299985 0.627000149999995
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf34 2.5185684349647888 2.71848590830587 99.255999775 0.6510003374999869
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf35 2.2039403200046324 2.420046081482345 99.405999975 0.6840000249999975
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf36 4.257773923209759 4.801113846912687 99.47850045 0.6114995499999992
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf37 4.920549115449641 5.685069597728683 99.52249925 0.5675007500000021
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf38 4.620320547401898 5.311755760596988 99.4800001 0.6099998999999997
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf39 2.8294718138909465 3.030866449454627 99.172500625 0.7762490624999998
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf40 6.107695113523082 7.02186456268996 99.453000075 0.6369999249999921
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf41 2.5185684349647888 2.7198323258230688 99.25799985 0.6480002249999899
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf42 5.594581162840765 6.462335797319651 99.576499825 0.5135001749999987
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf43 6.107695113523082 6.983021703615552 99.4670006 0.622999399999992
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf44 2.3878483138046156 2.6075369534804853 99.3809992 0.46350119999998896
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf45 2.27483156083631 2.497884874952256 99.419500025 0.6704999749999928
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf46 2.283921744115705 2.4688397532288153 99.459999 0.6300010000000015
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf47 2.2963901854946602 2.51786672078002 99.38649995 0.45525007499999504
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf48 2.433201879828907 2.6579569814108086 99.1235002 0.8497497000000038
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf49 4.002882471920496 4.507468875225888 99.572999425 0.5170005749999916
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf50 2.2214361361124144 2.4366705077125337 99.4265002 0.6634997999999911
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf51 5.64070638031918 6.469513974615805 99.335499625 0.531750562500001
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf52 2.2271245970477698 2.4431734998778434 99.419999975 0.6700000250000017
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf53 2.4638996770880186 2.664104638388041 99.034499525 0.983250712499995
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf54 4.822624221370981 5.53239787099742 99.570999775 0.5190002249999935
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf55 4.620320547401898 5.334750869631805 99.457999875 0.632000124999999
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf56 5.64070638031918 6.451651166810176 99.33649965 0.5302505250000067
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf57 2.12194524993772 2.307436396727475 99.620003 0.4699970000000008
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf58 2.431959566048407 2.62956641205811 99.3020012 0.5819981999999868
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf59 4.620320547401898 5.3331455045701475 99.4655009 0.6244991000000027
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf60 4.494324316585834 5.15872189668076 99.468000075 0.6219999249999916
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf61 2.5155173469767345 2.7431622052458136 99.355498525 0.5017522124999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf62 4.841662699488451 5.590098646449992 99.4225003 0.6674997000000019
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf63 2.3111014743092713 2.499594523205428 99.639999 0.45000099999999466
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf64 2.275393755571651 2.4390449290037486 99.019997 1.0050044999999912
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf65 5.164763156480132 5.770101014488654 99.333499175 0.5347512374999965
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf66 4.822617589575756 5.5824485625668325 99.476000125 0.613999874999999
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf67 4.243038395730704 4.754149538787707 99.580499825 0.5095001749999938
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf68 4.237402857755963 4.736209579979717 99.52199845 0.5680015499999996
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf69 3.9686234627784653 4.457597411359668 99.6135014 0.47649859999999367
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf70 4.514752612130342 5.1761854977080315 99.51250005 0.5774999499999979
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf71 4.514752612130342 5.2206462054521525 99.5040001 0.5859998999999988
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf72 4.815338646475441 5.572044309958385 99.420500525 0.6694994750000035
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf73 4.920549115449641 5.704135409110699 99.504999975 0.5850000249999937
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf74 4.653884743634862 5.2094104593079695 99.652501475 0.43749852500000375
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf75 5.64070638031918 6.513135067106354 99.3409999 0.5235001499999967
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf76 4.494324316585834 5.1538803181420025 99.478000575 0.6119994250000019
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf77 2.4637141094786728 2.6631194828786713 99.40099985 0.6890001499999926
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf78 5.164763156480132 5.774288270675061 99.3255004 0.546749400000003
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf79 4.822624221370981 5.5268298606090385 99.565500025 0.524499974999992
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf80 5.64070638031918 6.520869101567896 99.333000125 0.5354998124999995
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf81 2.309217025727383 2.535850751168552 99.47350135 0.6164986499999913
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf82 4.920549115449641 5.689134308306302 99.519000125 0.5709998749999926
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf83 2.2576329589133795 2.478088600084196 99.381999275 0.46200108749999913
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf84 2.5450193660334737 2.7468371752580887 99.1835005 0.7597492500000058
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf85 2.1831208572890266 2.3716439237993594 99.639999 0.45000099999999466
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf86 2.2963901854946602 2.5190217026921067 99.39199985 0.6980001499999929
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf87 4.822617589575756 5.540227811622996 99.4795001 0.6104999000000021
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf88 5.622285274197813 6.453896256313324 99.41799955 0.6720004499999931
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf89 4.4712192720317985 5.141612199862276 99.51499965 0.5750003500000048
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf90 4.243038395730704 4.767978279976043 99.574500425 0.5154995750000012
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf91 4.24304352929857 4.758051735440138 99.6145003 0.47549969999999464
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf92 4.089642033136896 4.612918604867492 99.578000175 0.5119998249999981
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf93 6.107695113523082 7.0530353848031435 99.44499995 0.6450000500000016
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf94 2.2748330364192673 2.494024542598718 99.45300095 0.6369990499999943
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf95 2.52547828695223 2.7530970646938604 99.36299905 0.49050142499999794
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf96 4.620320547401898 5.329573405163831 99.458500175 0.6314998250000002
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf97 5.64070638031918 6.501272040871996 99.346999025 0.5145014624999931
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf98 2.304875739757797 2.5317674598076225 99.436500375 0.6534996250000035
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf99 4.863655744699398 5.44110205613251 99.4209998 0.6690001999999936
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf100 5.360482970051994 6.168432859071831 99.55649965 0.5335003499999914
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf101 4.822624221370981 5.568845878981777 99.556999575 0.5330004249999917
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf102 5.64070638031918 6.4440803565691995 99.3334994 0.5347509000000059
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf103 4.625426444560992 5.349369354016377 99.5175 0.5724999999999995
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf104 5.360482970051994 6.1705805763010275 99.552499325 0.5375006749999983
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf105 4.920549115449641 5.698216532165496 99.499999525 0.5900004749999909
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf106 2.3878483138046156 2.608775686590943 99.4014999 0.6885000999999932
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf107 2.1990608702875747 2.4126654758233466 99.39649945 0.6935005500000045
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf108 2.441886302180953 2.6652168247801464 99.1929994 0.745500899999989
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf109 4.625426444560992 5.307824276905023 99.52149955 0.5685004499999963
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf110 4.863655744699398 5.444825274211483 99.42099935 0.6690006499999953
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf111 2.2039403200046324 2.4189800587646397 99.404999575 0.6850004249999927
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf112 4.494324316585834 5.142537551598357 99.4600001 0.6299998999999957
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf113 2.0701213488653942 2.249688351936475 99.559998 0.5300020000000046
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf114 4.237402857755963 4.773406036319337 99.50650005 0.5834999499999981
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf115 2.258851356884336 2.480982013000298 99.460000575 0.6299994250000026
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf116 6.049759603467329 6.979315790275202 99.2685007 0.6322489499999904
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf117 4.822617589575756 5.578534817498739 99.468000425 0.6219995749999981
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf118 4.822624221370981 5.545527833552123 99.56599955 0.524000449999997
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf119 4.841662699488451 5.604111127172637 99.4325 0.6574999999999932
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf120 4.494324316585834 5.186419651629562 99.457500525 0.6324994749999974
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf121 2.374069583067994 2.5396129790928677 99.080002 0.9149970000000067
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf122 2.27483156083631 2.496749189998692 99.4199998 0.6700001999999984
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf123 2.163627510987709 2.3528988042466445 99.68 0.4099999999999909
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf124 5.594581162840765 6.45824321530357 99.58050025 0.5094997499999977
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf125 4.620320547401898 5.341125879827347 99.45700045 0.6329995500000024
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf126 2.2790603028308345 2.502999858468016 99.407999525 0.6820004750000038
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf127 4.653884743634862 5.217024558424273 99.6320011 0.4579989000000012
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf128 5.622285274197813 6.505002755703 99.3999996 0.6900003999999967
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf129 6.049759603467329 6.985442882964769 99.264500075 0.6382498874999953
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf130 4.625426444560992 5.31990875538451 99.52299915 0.5670008499999938
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf131 4.815338646475441 5.557729056285666 99.416500475 0.6734995249999912
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf132 2.7143760667117682 2.9155928489236267 99.32149995 0.5527500749999916
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf133 2.304877254574823 2.528965889973153 99.4905002 0.5994997999999981
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf134 5.622285274197813 6.436119469277704 99.4149999 0.6750000999999998
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf135 2.167452570749456 2.3574366975868486 99.540001 0.549998999999994
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf136 4.815338646475441 5.515879989339055 99.421499725 0.6685002749999939
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf137 5.622285274197813 6.428585045794352 99.419999575 0.6700004249999921
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf138 5.2069290627649565 5.82465721625955 99.570499675 0.5195003250000042
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf139 4.24304352929857 4.781604266691956 99.6145001 0.475499899999997
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf140 3.9686234627784653 4.433104565180788 99.609500425 0.4804995750000046
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf141 6.107695113523082 7.043988371497657 99.446999675 0.643000324999997
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf142 4.085649995452931 4.600849315753861 99.540499625 0.5495003750000024
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf143 5.594581162840765 6.4454317267684775 99.588500425 0.5014995749999912
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf144 5.594581162840765 6.450656935130483 99.570999975 0.5190000249999912
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf145 2.4384276678419896 2.663854064690673 99.37649915 0.4702512749999954
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf146 5.64070638031918 6.5089779107791985 99.336499425 0.5302508624999973
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf147 4.822617589575756 5.58420754909344 99.46600045 0.6239995500000021
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf148 2.433201879828907 2.656671113740355 99.125500425 0.8467493624999989
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf149 6.107695113523082 6.99191268957335 99.44900065 0.6409993499999956
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf150 6.049759603467329 6.940010031898592 99.268500375 0.6322494374999934
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf151 4.8293247338410845 5.387274883611275 99.7369988 0.3530012000000028
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf152 2.2732106930204456 2.492923534071011 99.406000225 0.6839997749999981
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf153 4.620320547401898 5.338329915039067 99.46550055 0.6244994499999962
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf154 4.620320547401898 5.316898647990889 99.46849975 0.6215002499999912
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf155 4.089642033136896 4.60429896601702 99.5730001 0.5169998999999962
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf156 5.622285274197813 6.497306289595987 99.4119995 0.6780005000000046
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf157 4.863655744699398 5.422532190719457 99.426000325 0.6639996749999938
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf158 4.815338646475441 5.553849883155675 99.431000325 0.6589996749999983
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf159 4.494324316585834 5.174015060359678 99.47600065 0.6139993499999946
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf160 5.360482970051994 6.18607197957732 99.54099985 0.549000149999992
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf161 2.228800078611496 2.445618336477278 99.3779992 0.4680011999999891
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf162 4.822617589575756 5.596891606838296 99.4620004 0.627999600000004
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf163 2.5625618602300637 2.7957367261806314 99.37699935 0.46950097499998833
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf164 4.494324316585834 5.178894560036612 99.471000525 0.618999475000004
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf165 4.841662699488451 5.616885868085509 99.439 0.6510000000000048
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf166 4.841662699488451 5.613793825036285 99.440499925 0.6495000750000003
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf167 5.360482970051994 6.139836174748902 99.5565002 0.5334997999999956
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf168 2.523945839058122 2.7301875549438805 98.9975002 1.0387496999999897
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf169 4.620320547401898 5.294598550231803 99.483499875 0.606500124999991
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf170 2.5523068379188163 2.782669360212733 99.2815005 0.612749249999986
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf171 4.822617589575756 5.588129260668209 99.457000375 0.6329996249999909
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf172 4.822624221370981 5.574498912620838 99.55249975 0.5375002500000022
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf173 4.8499541916341675 5.430050722045764 99.583999875 0.5060001249999942
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf174 2.096454466325894 2.2792588171514945 99.599998 0.4900019999999984
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf175 5.622285274197813 6.485500802118476 99.41749995 0.6725000499999908
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf176 4.920549115449641 5.695034322663626 99.503500175 0.5864998249999985
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf177 4.841662699488451 5.565453275374568 99.4360005 0.653999499999992
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf178 2.419271279356179 2.6133729967588235 99.3329996 0.535500600000006
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf179 2.2271245970477698 2.4442609576860077 99.409999625 0.6800003750000002
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf180 2.518566626241797 2.7230730053329926 99.010999225 1.0185011624999873
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf181 4.822624221370981 5.551133601359695 99.567499925 0.5225000749999907
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf182 2.232129523179006 2.4507422331482656 99.4029989 0.6870010999999977
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf183 5.2069290627649565 5.82039661779096 99.57399985 0.5160001499999908
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf184 4.863655744699398 5.404653096844462 99.4234996 0.6665003999999982
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf185 2.5625618602300637 2.7943141287032476 99.379499125 0.4657513125000037
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf186 4.514752612130342 5.21568775038331 99.4990005 0.5909995000000038
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf187 6.107695113523082 7.073281736772944 99.43399975 0.6560002499999996
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf188 4.625426444560992 5.34297466208016 99.51449955 0.5755004500000013
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf189 6.049759603467329 6.990231156559524 99.266500125 0.6352498125000068
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf190 4.822624221370981 5.5649511771713644 99.56199985 0.5280001499999912
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf191 4.625426444560992 5.32506745015959 99.51799975 0.5720002499999964
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf192 2.5523068379188163 2.784080122597951 99.285000425 0.6074993624999863
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf193 2.4676065690328737 2.696354686646546 99.1979999 0.7380001499999977
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf194 6.107695113523082 7.050229592276199 99.44250075 0.6474992500000042
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf195 2.140863560532567 2.3280324967272477 99.459999 0.6300010000000015
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf196 2.4321403807878594 2.630526895207848 99.0264997 0.9952504499999932
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf197 6.107695113523082 7.012897288221024 99.449500675 0.6404993250000018
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf198 4.4712192720317985 5.129814704554751 99.5164996 0.5735003999999947
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf199 5.64070638031918 6.503657831096071 99.3364995 0.5302507499999933
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf200 4.318661101282231 4.860411128148157 99.608000925 0.48199907499999883
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf201 6.049759603467329 6.948791758883389 99.265000525 0.6374992124999892
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf202 4.4712192720317985 5.113810949741573 99.51849965 0.5715003500000023
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf203 4.920549115449641 5.651100100049528 99.52049955 0.569500450000001
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf204 4.4712192720317985 5.146430745607344 99.508000225 0.5819997749999942
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf205 5.622285274197813 6.480219015440736 99.42149985 0.6685001499999942
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf206 2.7141508540304575 2.91441296081029 99.492999825 0.5970001749999995
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf207 4.822617589575756 5.545822863955494 99.46600075 0.6239992499999915
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf208 4.089642033136896 4.578172174836995 99.589000375 0.5009996250000001
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf209 2.301739314090962 2.46528522892307 99.32 0.5550000000000068
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf210 4.514752612130342 5.209608492068417 99.5105 0.5795000000000045
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf211 2.2214361361124144 2.4377521829730022 99.42599955 0.6640004499999975
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf212 4.085649995452931 4.572132885324665 99.542999675 0.5470003249999934
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf213 2.5165799694632907 2.7158340615315355 99.05800035 0.947999474999996
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf214 2.232129523179006 2.4518364405959088 99.39599955 0.6940004499999987
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf215 4.494324316585834 5.170652882164319 99.472500675 0.6174993249999915
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf216 6.049759603467329 6.970456791848077 99.270500225 0.629249662499987
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf217 4.318661101282231 4.870017364752794 99.590000025 0.4999999750000029
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf218 5.360482970051994 6.123745246759734 99.55349975 0.5365002499999975
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf219 2.5155173469767345 2.7417925961742786 99.365499425 0.48675086250000277
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf220 2.4261995262623848 2.623061265334823 98.99799995 1.0380000750000065
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf221 4.920549115449641 5.6452907192077095 99.53449915 0.5555008499999957
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf222 2.373897299359471 2.5387177280953144 99.239998 0.6750029999999967
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf223 2.156148431206965 2.3418864796590384 99.519997 0.5700029999999942
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf224 2.6580563117725196 2.856521132498587 99.024499825 0.9982502624999867
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf225 3.9868155475954343 4.487566773699329 99.57049935 0.519500649999992
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf226 2.304877254574823 2.5278017732667295 99.4985004 0.5914996000000002
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf227 4.237402857755963 4.767030988888967 99.508999525 0.5810004750000047
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf228 4.24304352929857 4.77520731709437 99.607000725 0.48299927499999173
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf229 2.426019593743711 2.6208548033222483 99.324499325 0.5482510124999891
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf230 4.822624221370981 5.577547808621509 99.5609996 0.5290003999999954
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf231 4.089642033136896 4.606964756791164 99.5870001 0.5029999000000004
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf232 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf233 4.085649995452931 4.606787357455383 99.545499775 0.5445002250000016
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf234 5.2069290627649565 5.834177657763433 99.57699935 0.5130006500000036
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf235 2.545217384099109 2.7492609594044293 98.987999875 1.0530001874999968
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf236 2.52547828695223 2.754477993745916 99.363999075 0.48900138750000366
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf237 4.841662699488451 5.5844139456613116 99.4369996 0.6530004000000048
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf238 4.4712192720317985 5.14493670500338 99.5149995 0.5750004999999959
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf239 4.257773923209759 4.772712579380983 99.463000675 0.6269993249999942
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf240 4.514752612130342 5.192582663692136 99.523000025 0.566999974999996
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf241 5.164763156480132 5.72912758207104 99.33849865 0.5272520249999886
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf242 5.594581162840765 6.401802788667277 99.6014996 0.48850040000000094
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf243 6.107695113523082 7.0592926549400286 99.4400002 0.6499997999999977
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf244 2.356886901127978 2.5440640447604963 99.519997 0.5700029999999942
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf245 4.002882471920496 4.479902800563143 99.57849985 0.5115001499999977
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf246 4.243038395730704 4.791629431509044 99.554999725 0.5350002749999959
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf247 2.523945839058122 2.7288308680244038 98.990500375 1.049249437500002
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf248 2.4622647596040013 2.6623649508765617 99.272500225 0.626249662499994
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf249 2.275235495354312 2.4382191660387242 99.339996 0.5250059999999976
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf250 2.309217025727383 2.5370222949120684 99.4725001 0.6174998999999929
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf251 2.419271279356179 2.6146172823236835 99.3259999 0.5460001499999976
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf252 4.653884743634862 5.172625253206155 99.64500115 0.44499884999999895
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf253 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf254 4.815338646475441 5.566396251068492 99.418500325 0.6714996750000012
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf255 5.164763156480132 5.783644635107075 99.3274997 0.5437504499999903
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf256 6.049759603467329 6.976568333093263 99.256500075 0.6502498874999887
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf257 2.3270103539559357 2.5522972977968648 99.4835009 0.6064991000000021
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf258 2.229987546103393 2.4484363785700007 99.441500975 0.648499025000001
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf259 3.9686234627784653 4.4656760432583065 99.615001125 0.4749988749999915
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf260 2.4638996770880186 2.6653977137462217 99.02799945 0.9930008250000029
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf261 4.625426444560992 5.302698920840385 99.522499925 0.5675000749999924
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf262 4.822624221370981 5.583218532023346 99.545499925 0.5445000749999963
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf263 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf264 2.0652057598493614 2.244173410728445 99.599998 0.4900019999999984
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf265 5.64070638031918 6.495964545303028 99.343498975 0.5197515374999924
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf266 2.2748330364192673 2.4951577496462956 99.449500125 0.6404998749999976
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf267 4.243038395730704 4.782329655330484 99.56699955 0.5230004499999922
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf268 5.622285274197813 6.493169308451476 99.40699995 0.6830000499999983
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf269 4.089642033136896 4.590994726502999 99.577999975 0.5120000250000004
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf270 4.625426444560992 5.337781230423695 99.5194997 0.5705003000000005
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf271 2.355382564128982 2.522445166630359 99.220001 0.7049985000000021
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf272 6.049759603467329 6.919458726454385 99.270000125 0.629999812500003
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf273 2.304875739757797 2.5306007630676546 99.436000225 0.653999774999997
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf274 4.822617589575756 5.591193088859659 99.4565001 0.6334998999999982
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf275 4.920549115449641 5.670649857537707 99.520499675 0.5695003250000014
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf276 4.4712192720317985 5.149761486915041 99.51049995 0.5795000500000015
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf277 4.822624221370981 5.5705963024067655 99.561499175 0.5285008250000033
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf278 2.5237511168898585 2.727797270240618 99.100999975 0.8835000375000064
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf279 4.514752612130342 5.213021539009677 99.50749955 0.5825004499999921
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf280 2.2790603028308345 2.5018595186710417 99.408499875 0.6815001249999938
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf281 2.4209736562602493 2.6444815834770483 99.442000325 0.6479996750000027
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf282 2.0744448089612058 2.2561041807330926 99.599998 0.4900019999999984
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf283 5.360482970051994 6.163654697867644 99.559999825 0.5300001749999922
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf284 4.625426444560992 5.354585370659567 99.50250015 0.5874998499999947
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf285 4.514752612130342 5.204670971675675 99.514499925 0.5755000750000022
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf286 2.229987546103393 2.4473452031074174 99.4350005 0.6549994999999967
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf287 5.360482970051994 6.146708598720359 99.55749945 0.5325005500000032
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf288 4.815338646475441 5.559472497017782 99.41699995 0.6730000499999932
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf289 4.920549115449641 5.664800233326418 99.51849985 0.57150015
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf290 2.441886302180953 2.6665109802688094 99.19599945 0.7410008249999933
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf291 6.049759603467329 6.91075093738472 99.27150005 0.6277499249999963
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf292 4.002882471920496 4.513168172633954 99.5890004 0.5009995999999944
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf293 2.228800078611496 2.446707972255818 99.377499425 0.4687508625000021
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf294 4.318661101282231 4.863381829744766 99.59550035 0.49449965000000307
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf295 2.2576329589133795 2.4792073685583005 99.360999575 0.4935006375000057
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf296 5.622285274197813 6.487875029036593 99.40499985 0.6850001500000019
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf297 4.841662699488451 5.571099419836516 99.44049995 0.6495000499999947
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf298 2.476538768299369 2.7051580276392078 99.282001325 0.6119980125000026
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf299 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf300 2.5187623581750107 2.7195124604136818 98.968000625 1.0829990624999937
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf301 3.9686234627784653 4.460095988160616 99.624000875 0.46599912500000473
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf302 4.8499541916341675 5.433758825994888 99.567000175 0.5229998249999938
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf303 4.514752612130342 5.208077549987762 99.507000675 0.5829993249999973
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf304 4.620320547401898 5.299708251786699 99.4725003 0.6174997000000048
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf305 4.815338646475441 5.563359531276983 99.42449955 0.6655004500000047
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf306 2.5450193660334737 2.74821183007179 99.171000825 0.778498762500007
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf307 5.360482970051994 6.116924047451261 99.566999925 0.5230000749999931
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf308 2.13713299378422 2.321246956692257 99.599998 0.4900019999999984
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf309 2.4209736562602493 2.6457556755665905 99.449501 0.6404989999999998
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf310 2.2732106930204456 2.491792355048642 99.409999625 0.6800003750000002
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf311 2.1357010512825063 2.3193132132266077 99.559998 0.5300020000000046
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf312 4.257773923209759 4.810486894092358 99.4805003 0.609499699999995
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf313 5.594581162840765 6.394348449892678 99.593500375 0.4964996249999928
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf314 2.7206547139321944 2.9215044349564994 99.2214994 0.7027508999999981
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf315 2.4261995262623848 2.621808931803702 98.999999825 1.0350002624999917
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf316 2.2700356216853184 2.4307274679722313 99.360001 0.49499850000000123
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf317 4.085649995452931 4.584921582351109 99.53799935 0.5520006499999909
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf318 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf319 2.4729813469718334 2.702423577482217 99.353998375 0.5040024374999916
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf320 2.3510366650293064 2.5153591667421287 99.019997 1.0050044999999912
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf321 4.625426444560992 5.341364344445178 99.510499825 0.5795001750000012
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf322 4.841662699488451 5.6226369052511185 99.430000375 0.6599996249999919
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf323 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf324 2.4622647596040013 2.6610748157256015 99.288500125 0.6022498124999984
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf325 5.164763156480132 5.74922189247038 99.335998525 0.531002212500006
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf326 4.625426444560992 5.346564754270141 99.513500075 0.5764999250000017
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf327 2.193514686835057 2.4063236652357336 99.386498775 0.4552518374999863
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf328 2.1371316914342855 2.3236069930269374 99.559998 0.5300020000000046
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf329 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf330 5.594581162840765 6.4699495883688805 99.56999995 0.5200000500000016
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf331 4.841662699488451 5.608060854469487 99.4315001 0.6584999000000039
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf332 6.107695113523082 7.064182741943072 99.432499925 0.6575000749999959
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf333 2.304877254574823 2.528965889973153 99.500499575 0.5895004249999914
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf334 5.64070638031918 6.520869101567896 99.3380004 0.5279993999999988
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf335 6.107695113523082 7.064182741943072 99.4234996 0.6665003999999982
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf336 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf337 2.4261995262623848 2.621808931803702 99.0089999 1.0215001499999872
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf338 4.625426444560992 5.32506745015959 99.511499475 0.578500525000004
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf339 4.841662699488451 5.608060854469487 99.42850015 0.6614998499999928
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf340 5.64070638031918 6.513135067106354 99.337999325 0.528001012499999
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf341 2.1831208572890266 2.3716439237993594 99.639999 0.45000099999999466
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf342 4.653884743634862 5.217024558424273 99.642001075 0.4479989250000017
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf343 5.360482970051994 6.175369485807608 99.551499675 0.5385003249999954
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf344 2.2748330364192673 2.494024542598718 99.443499975 0.6465000250000031
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf345 5.594581162840765 6.426903127691281 99.58099945 0.5090005500000047
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf346 4.822624221370981 5.5268298606090385 99.565000275 0.524999724999995
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf347 2.304875739757797 2.5306007630676546 99.4395002 0.6504998000000001
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf348 2.2801718683548464 2.4454765013797717 98.419998 1.9050029999999865
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf349 2.7206547139321944 2.9215044349564994 99.21349975 0.7147503750000013
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf350 5.594581162840765 6.4699495883688805 99.5695004 0.5204996000000023
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf351 2.4321403807878594 2.630526895207848 99.02399955 0.9990006749999978
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf352 5.164763156480132 5.72912758207104 99.337498225 0.5287526624999899
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf353 4.620320547401898 5.311755760596988 99.4734996 0.6165004000000011
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf354 3.9868155475954343 4.454676358329522 99.551499625 0.5385003749999925
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf355 4.494324316585834 5.170652882164319 99.473499625 0.6165003749999954
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf356 4.863655744699398 5.453143638818352 99.427999575 0.6620004249999966
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf357 5.64070638031918 6.451651166810176 99.333499625 0.534750562499994
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf358 4.815338646475441 5.515879989339055 99.4210003 0.6689996999999949
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf359 4.841662699488451 5.616885868085509 99.4224998 0.6675002000000007
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf360 5.64070638031918 6.4440803565691995 99.329999175 0.5400012375000003
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf361 4.257773923209759 4.772712579380983 99.46900045 0.620999550000002
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf362 5.64070638031918 6.469513974615805 99.335999375 0.5310009374999964
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf363 2.5185684349647888 2.7198323258230688 99.264999825 0.6375002624999908
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf364 4.822624221370981 5.583218532023346 99.55200015 0.53799985
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf365 4.494324316585834 5.174015060359678 99.471500275 0.6184997250000009
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf366 2.7141508540304575 2.91441296081029 99.48699985 0.6030001499999941
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf367 4.243038395730704 4.785205647978252 99.55600025 0.533999750000001
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf368 6.049759603467329 6.985442882964769 99.253000075 0.6554998874999924
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf369 4.620320547401898 5.329573405163831 99.4630002 0.6269998000000016
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf370 4.620320547401898 5.3463258250932135 99.447499725 0.6425002749999976
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf371 5.594581162840765 6.462335797319651 99.574500175 0.5154998250000006
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf372 2.2576329589133795 2.478088600084196 99.382000175 0.461999737499994
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf373 3.9686234627784653 4.457597411359668 99.613501175 0.4764988250000016
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf374 4.815338646475441 5.566396251068492 99.4234998 0.6665001999999959
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf375 2.4407919163357445 2.666686312251943 98.316499775 2.060250337500001
-1 gpu conv samp 35 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf376 4.085649995452931 4.606787357455383 99.54199925 0.5480007499999943
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf377 4.514752612130342 5.209608492068417 99.508000375 0.5819996250000031
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf378 2.167452570749456 2.3574366975868486 99.540001 0.549998999999994
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf379 4.841662699488451 5.571099419836516 99.4290005 0.660999499999997
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf380 4.089642033136896 4.606964756791164 99.579999825 0.5100001749999962
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf381 6.107695113523082 6.983021703615552 99.46100045 0.6289995499999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf382 4.920549115449641 5.664800233326418 99.519999425 0.5700005750000031
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf383 4.653884743634862 5.2094104593079695 99.644001375 0.44599862499999576
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf384 4.4712192720317985 5.1572020933320335 99.49999985 0.590000150000003
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf385 2.4729813469718334 2.702423577482217 99.35599865 0.5010020249999911
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf386 4.514752612130342 5.2206462054521525 99.503999925 0.5860000749999955
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf387 5.622285274197813 6.493169308451476 99.412499275 0.6775007249999959
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf388 4.822624221370981 5.53239787099742 99.555499475 0.5345005249999929
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf389 4.620320547401898 5.334750869631805 99.46450045 0.625499549999995
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf390 2.4384276678419896 2.6625624862895334 99.383499 0.45975149999999587
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf391 5.164763156480132 5.774288270675061 99.335499475 0.5317507874999876
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf392 4.494324316585834 5.186419651629562 99.460500025 0.629499974999996
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf393 4.841662699488451 5.613793825036285 99.441499775 0.6485002250000008
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf394 5.360482970051994 6.168432859071831 99.55299965 0.5370003499999939
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf395 4.625426444560992 5.346564754270141 99.5040001 0.5859998999999988
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf396 4.8499541916341675 5.411556085728778 99.56949995 0.520500050000004
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf397 4.822624221370981 5.5649511771713644 99.556999875 0.5330001249999953
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf398 2.5523068379188163 2.782669360212733 99.284500025 0.6082499624999969
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf399 2.7143760667117682 2.914045694120687 99.31950005 0.5557499249999935
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf400 5.622285274197813 6.497306289595987 99.412999875 0.6770001250000007
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf401 2.476538768299369 2.7051580276392078 99.284500375 0.6082494375000067
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf402 2.4504820502282545 2.655794411297969 98.27499985 2.122500224999996
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf403 4.237402857755963 4.764176794816905 99.51049965 0.5795003499999979
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf404 4.4712192720317985 5.146430745607344 99.512500025 0.5774999750000035
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf405 6.049759603467329 6.976568333093263 99.272500625 0.626249062499987
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf406 2.1990608702875747 2.4126654758233466 99.416999825 0.6730001749999929
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf407 2.46245010893851 2.66205845878774 98.888500375 1.2022494374999866
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf408 4.815338646475441 5.521425947595565 99.417999375 0.672000625000004
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf409 4.841662699488451 5.565453275374568 99.437500625 0.6524993749999993
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf410 2.309217025727383 2.535850751168552 99.46800095 0.6219990499999938
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf411 4.514752612130342 5.204670971675675 99.516499975 0.5735000249999956
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf412 4.822624221370981 5.551133601359695 99.558999325 0.5310006749999957
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf413 2.5625618602300637 2.7943141287032476 99.366999125 0.4845013124999866
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf414 6.049759603467329 6.940010031898592 99.27900015 0.6164997749999941
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf415 5.594581162840765 6.450656935130483 99.582499775 0.5075002249999955
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf416 4.4712192720317985 5.1523633657755985 99.503999875 0.5860001249999925
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf417 4.841662699488451 5.590098646449992 99.42850035 0.6614996500000047
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf418 4.822624221370981 5.568845878981777 99.5514997 0.538500300000004
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf419 2.8297165720351956 3.030469248050651 98.90149975 1.1827503749999977
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf420 2.5203946860998503 2.67989503039326 99.440002 0.6499979999999909
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf421 2.4384276678419896 2.663854064690673 99.380999675 0.4635004874999993
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf422 2.3019012830056362 2.4661294299953886 98.900002 1.1849969999999956
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf423 2.5165799694632907 2.717177852856021 99.040499575 0.9742506374999991
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf424 2.433201879828907 2.6579569814108086 99.119001075 0.8564983874999967
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf425 4.822617589575756 5.591193088859659 99.4704999 0.6195001000000048
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf426 4.494324316585834 5.142537551598357 99.463000875 0.6269991249999919
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf427 6.049759603467329 6.970456791848077 99.279499875 0.615750187499998
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf428 3.9868155475954343 4.487566773699329 99.55900015 0.5309998499999949
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf429 2.2732106930204456 2.492923534071011 99.40249965 0.687500350000002
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf430 2.5167735865692937 2.7168586114629822 99.033499525 0.9847507125000021
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf431 2.314208113089907 2.5019337337719714 99.400002 0.6899979999999971
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf432 4.243038395730704 4.754149538787707 99.5774999 0.5125000999999912
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf433 2.303005797030618 2.4670399910266365 99.400002 0.6899979999999971
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf434 4.243038395730704 4.782329655330484 99.569500275 0.520499725000002
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf435 2.545217384099109 2.7492609594044293 98.984499925 1.058250112500005
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf436 5.622285274197813 6.505002755703 99.41049985 0.6795001500000041
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf437 2.4827253451378697 2.6900245112945913 98.3014998 2.0827502999999936
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf438 4.257773923209759 4.810486894092358 99.48750085 0.6024991499999942
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf439 6.049759603467329 6.948791758883389 99.268000275 0.6329995874999881
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf440 5.622285274197813 6.480219015440736 99.42150015 0.6684998499999978
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf441 2.7143760667117682 2.9155928489236267 99.314000025 0.5639999624999987
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf442 2.6580563117725196 2.856521132498587 99.0054997 1.0267504499999944
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf443 4.822624221370981 5.577547808621509 99.55700005 0.5329999499999986
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf444 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf445 2.5523068379188163 2.784080122597951 99.2825003 0.6112495500000037
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf446 2.724961001736521 2.9231436394556596 98.8115005 1.3177492500000056
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf447 4.24304352929857 4.744280431795742 99.60900025 0.4809997500000037
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf448 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf449 2.518566626241797 2.7230730053329926 99.0224999 1.001250149999997
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf450 4.4712192720317985 5.113810949741573 99.51849985 0.57150015
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf451 4.494324316585834 5.137726289996344 99.481500675 0.6084993249999912
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf452 2.3270103539559357 2.5522972977968648 99.476501075 0.6134989249999961
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf453 2.2790603028308345 2.502999858468016 99.40400015 0.6859998499999961
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf454 5.594581162840765 6.45824321530357 99.57800005 0.5119999499999978
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf455 4.841662699488451 5.6226369052511185 99.43149955 0.6585004499999997
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf456 5.64070638031918 6.5089779107791985 99.3334992 0.5347511999999881
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf457 2.817217072712465 3.0184360634887124 98.3189993 2.0565010499999943
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf458 2.355382564128982 2.522445166630359 99.220001 0.7049985000000021
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf459 2.4209736562602493 2.6457556755665905 99.4385002 0.6514998000000048
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf460 4.625426444560992 5.31990875538451 99.527499525 0.5625004750000017
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf461 4.4712192720317985 5.149761486915041 99.499999475 0.5900005250000021
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf462 2.724961001736521 2.9247004726676455 98.809000625 1.3214990625000027
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf463 5.64070638031918 6.495964545303028 99.3339999 0.5340001500000042
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf464 4.8499541916341675 5.442043385574021 99.57100005 0.5189999500000028
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf465 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf466 6.049759603467329 6.999140522275319 99.2584997 0.6472504499999943
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf467 4.815338646475441 5.572044309958385 99.43000025 0.6599997499999916
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf468 4.920549115449641 5.690961179976676 99.51450005 0.5754999500000025
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf469 2.4622647596040013 2.6623649508765617 99.277500725 0.6187489125000027
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf470 2.5187623581750107 2.7208598952407312 98.95650025 1.1002496249999894
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf471 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf472 4.822617589575756 5.578534817498739 99.47649985 0.6135001500000016
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf473 4.494324316585834 5.178894560036612 99.456000575 0.6339994249999933
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf474 4.815338646475441 5.557729056285666 99.4119998 0.678000199999994
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf475 4.815338646475441 5.563359531276983 99.4235003 0.6664996999999971
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf476 2.0701213488653942 2.249688351936475 99.559998 0.5300020000000046
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf477 2.4637141094786728 2.6631194828786713 99.391498725 0.6985012749999925
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf478 2.419271279356179 2.6146172823236835 99.321500125 0.5527498124999966
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf479 4.089642033136896 4.612918604867492 99.574499775 0.515500224999991
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf480 4.625426444560992 5.354585370659567 99.50149975 0.5885002500000042
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf481 3.9686234627784653 4.433104565180788 99.61500085 0.4749991499999965
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf482 4.920549115449641 5.670649857537707 99.51899995 0.5710000500000035
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf483 4.24304352929857 4.781604266691956 99.604000675 0.4859993250000031
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf484 5.594581162840765 6.453005714515621 99.580500375 0.509499624999998
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf485 2.4676065690328737 2.695031407748966 99.2139993 0.7140010500000002
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf486 2.817217072712465 3.0167778675379227 98.319499875 2.0557501874999886
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf487 2.4638996770880186 2.6653977137462217 99.026999275 0.9945010875000051
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf488 6.049759603467329 6.91075093738472 99.267500325 0.6337495124999961
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf489 2.529713857717351 2.6885910477007773 98.940002 1.1249969999999863
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf490 2.5155173469767345 2.7431622052458136 99.3614989 0.4927516499999953
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf491 2.4504820502282545 2.654510634689344 98.26250005 2.141249924999997
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf492 5.594581162840765 6.401802788667277 99.5879999 0.502000099999998
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf493 4.243038395730704 4.791629431509044 99.561499525 0.5285004749999956
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf494 4.920549115449641 5.685069597728683 99.5169992 0.573000799999997
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf495 2.8169744720042034 3.01717148777768 98.72399965 1.4490005250000024
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf496 6.049759603467329 6.919458726454385 99.26750035 0.6337494749999877
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf497 2.350867707934204 2.514480930787857 99.379997 0.46500449999999205
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf498 2.4676065690328737 2.696354686646546 99.20499985 0.7275002250000071
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf499 4.8293247338410845 5.417488445539594 99.72549965 0.3645003499999945
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf500 5.360482970051994 6.146708598720359 99.5604993 0.5295006999999942
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf501 5.622285274197813 6.436119469277704 99.411999625 0.6780003749999907
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf502 6.107695113523082 7.0530353848031435 99.450000925 0.6399990750000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf503 5.2069290627649565 5.834177657763433 99.562499325 0.5275006749999932
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf504 2.3270103539559357 2.5534840907339182 99.474500675 0.6154993249999962
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf505 6.049759603467329 6.990231156559524 99.268999325 0.6315010125000029
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf506 3.9686234627784653 4.4656760432583065 99.612500925 0.47749907499999156
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf507 4.237402857755963 4.773406036319337 99.50949945 0.5805005499999908
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf508 6.049759603467329 6.979315790275202 99.26700055 0.6344991749999878
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf509 2.419450212215003 2.615566873817772 98.9395005 1.1257492500000055
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf510 2.52547828695223 2.754477993745916 99.3634994 0.4897509000000042
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf511 2.545217384099109 2.7478852551046713 98.987000525 1.054499212499998
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf512 4.625426444560992 5.349369354016377 99.5064999 0.5835001000000034
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf513 4.822617589575756 5.545822863955494 99.463000375 0.6269996250000048
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf514 4.514752612130342 5.21568775038331 99.493500275 0.5964997249999954
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf515 4.920549115449641 5.695034322663626 99.51799935 0.5720006500000011
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf516 2.8169744720042034 3.015514680559024 98.747499825 1.4137502624999883
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf517 5.360482970051994 6.1705805763010275 99.539499625 0.5505003749999929
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf518 4.822617589575756 5.58420754909344 99.474000775 0.6159992250000045
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf519 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf520 2.2271245970477698 2.4431734998778434 99.42150005 0.6684999499999918
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf521 5.164763156480132 5.770101014488654 99.3224999 0.5512501500000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf522 5.64070638031918 6.477144699406809 99.338999375 0.5265009374999963
-1 gpu conv samp 34 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf523 2.5237511168898585 2.7291529293563137 99.097500525 0.8887492124999952
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf524 2.518566626241797 2.7217233781881385 99.008999525 1.021500712500007
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf525 2.5450193660334737 2.7468371752580887 99.1829998 0.7605002999999897
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf526 5.360482970051994 6.179111301909426 99.543499475 0.5465005249999934
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf527 4.920549115449641 5.704135409110699 99.49699995 0.5930000499999949
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf528 4.4712192720317985 5.1090532652820055 99.515499425 0.5745005749999962
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf529 2.5165799694632907 2.7158340615315355 99.042499675 0.9712504874999937
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf530 2.52547828695223 2.7530970646938604 99.37299885 0.47550172499999377
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf531 4.815338646475441 5.5400873124254675 99.424999925 0.6650000750000032
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf532 2.5155173469767345 2.7417925961742786 99.372999525 0.4755007125000006
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf533 2.533555344702426 2.698385956337353 98.599998 1.6350029999999975
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf534 6.107695113523082 7.043988371497657 99.449499375 0.6405006249999957
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf535 5.360482970051994 6.123745246759734 99.554000025 0.5359999750000043
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf536 4.8293247338410845 5.387274883611275 99.72599995 0.3640000499999957
-1 gpu conv samp 33 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf537 5.360482970051994 6.163654697867644 99.564499975 0.5255000249999938
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf538 2.5237511168898585 2.727797270240618 99.092500375 0.8962494374999963
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf539 5.360482970051994 6.18607197957732 99.5414994 0.5485005999999913
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf540 2.5450193660334737 2.74821183007179 99.173000725 0.7754989125000051
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf541 2.4444513645645647 2.6469084456738172 98.207499625 2.223750562500001
-1 gpu conv perf 23 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf542 2.720881007296079 2.9226900731318683 99.0289995 0.9915007500000002
-1 gpu conv samp 36 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf543 4.822617589575756 5.540227811622996 99.462500375 0.627499624999993
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf544 4.920549115449641 5.689134308306302 99.508000025 0.5819999749999966
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf545 4.815338646475441 5.553849883155675 99.42049995 0.6695000499999907
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf546 5.360482970051994 6.139836174748902 99.5639995 0.5260005000000035
-1 gpu conv fp16 1 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf547 2.431959566048407 2.6308261692110917 99.298499575 0.5872506375000057
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf548 4.002882471920496 4.513168172633954 99.570500025 0.5194999749999966
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf549 4.822617589575756 5.596891606838296 99.459000275 0.6309997250000038
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf550 4.514752612130342 5.213021539009677 99.5074999 0.5825000999999986
-1 gpu conv perf 25 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf551 4.920549115449641 5.698216532165496 99.508500275 0.5814997249999948
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf552 6.107695113523082 7.073281736772944 99.42750015 0.6624998499999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf553 4.822624221370981 5.574498912620838 99.5584997 0.531500299999999
-1 gpu conv perf 29 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf554 2.193514686835057 2.4063236652357336 99.388499675 0.4522504874999882
-1 gpu conv perf 24 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf555 5.164763156480132 5.783644635107075 99.324499525 0.5482507125000069
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf556 2.163627510987709 2.3528988042466445 99.68 0.4099999999999909
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf557 4.318661101282231 4.870017364752794 99.583500325 0.5064996749999949
-1 gpu conv perf 30 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf558 4.237402857755963 4.736209579979717 99.51749825 0.572501749999995
-1 gpu conv perf 28 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf559 6.107695113523082 7.012897288221024 99.4650002 0.624999799999992
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf560 5.164763156480132 5.74922189247038 99.329499575 0.5407506374999969
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf561 2.4637141094786728 2.664411601852718 99.369498875 0.4807516874999891
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf562 4.089642033136896 4.578172174836995 99.597000425 0.49299957499999325
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf563 4.620320547401898 5.334750869631805 99.4605002 0.6294997999999993
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf564 4.822617589575756 5.596891606838296 99.454500075 0.6354999249999992
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf565 4.625426444560992 5.32506745015959 99.520499175 0.5695008250000001
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf566 2.854575544724604 3.062344498695436 97.89149975 2.6977503750000054
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf567 2.229987546103393 2.4473452031074174 99.444000275 0.6459997250000044
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf568 2.523945839058122 2.7301875549438805 98.99899945 1.0365008249999974
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf569 2.3510350889307476 2.5181306543019204 99.0 1.0349999999999966
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf570 4.089642033136896 4.612918604867492 99.573499575 0.5165004249999982
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf571 6.107695113523082 7.0592926549400286 99.441499825 0.6485001750000038
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf572 5.164763156480132 5.774288270675061 99.31999955 0.5550006749999881
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf573 2.3482091958765228 2.5344080149133137 99.519997 0.5700029999999942
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf574 2.633757023226004 2.7979205527750186 98.0 2.5349999999999966
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf575 2.5155173469767345 2.7417925961742786 99.37149915 0.4777512749999886
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf576 2.5523068379188163 2.782669360212733 99.2860005 0.6059992499999964
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf577 2.304875739757797 2.5306007630676546 99.44100045 0.6489995499999935
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf578 4.257773923209759 4.772712579380983 99.469000975 0.6209990249999976
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf579 4.841662699488451 5.613793825036285 99.4460002 0.6439997999999975
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf580 2.619537696559104 2.7780453523013637 99.099998 0.8850029999999975
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf581 2.301739314090962 2.46528522892307 99.32 0.5550000000000068
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf582 4.089642033136896 4.60429896601702 99.5824997 0.5075002999999981
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf583 4.822617589575756 5.540227811622996 99.47850095 0.6114990500000005
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf584 4.822617589575756 5.58420754909344 99.473500525 0.616499474999992
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf585 2.258851356884336 2.480982013000298 99.4610008 0.6289992000000041
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf586 2.4748238362826145 2.679306056159251 97.649001025 3.0614984624999906
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf587 2.523945839058122 2.7288308680244038 98.9994999 1.0357501499999913
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf588 5.2069290627649565 5.82039661779096 99.585500725 0.5044992749999949
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf589 2.37275278353836 2.5453896012413444 97.760002 2.8949969999999965
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf590 2.3668724305350892 2.5388205147441076 97.900002 2.6849969999999956
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf591 2.4638996770880186 2.6653977137462217 99.0359988 0.9810017999999943
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf592 2.304875739757797 2.5317674598076225 99.439000625 0.6509993749999922
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf593 2.6229254628858425 2.7862457695177656 97.620003 3.104995500000001
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf594 2.12194524993772 2.307436396727475 99.620003 0.4699970000000008
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf595 2.8169744720042034 3.015514680559024 98.7414999 1.422750150000006
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf596 2.368169556066685 2.540100083362924 97.82 2.805000000000007
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf597 4.841662699488451 5.609836021060269 99.43200015 0.6579998500000045
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf598 4.841662699488451 5.608060854469487 99.445 0.6450000000000046
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf599 6.107695113523082 7.043988371497657 99.4440004 0.6459996000000047
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf600 4.822617589575756 5.588129260668209 99.470000675 0.6199993250000034
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf601 2.27483156083631 2.496749189998692 99.41950015 0.6704998499999931
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf602 4.841662699488451 5.590098646449992 99.446999975 0.6430000250000006
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf603 4.822617589575756 5.5590167025057005 99.4805003 0.609499699999995
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf604 4.243038395730704 4.767978279976043 99.57349995 0.5165000499999991
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf605 4.841662699488451 5.616885868085509 99.4230005 0.6669994999999972
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf606 2.309217025727383 2.5370222949120684 99.472000525 0.6179994749999992
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf607 4.822617589575756 5.564649788122261 99.472 0.6180000000000035
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf608 4.625426444560992 5.337781230423695 99.520999475 0.5690005250000013
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf609 2.303005797030618 2.4670399910266365 99.400002 0.6899979999999971
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf610 6.049759603467329 6.948791758883389 99.26550005 0.6367499249999966
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf611 2.355382564128982 2.522445166630359 99.220001 0.7049985000000021
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf612 5.2069290627649565 5.834177657763433 99.5585006 0.5314993999999956
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf613 6.049759603467329 6.979315790275202 99.257 0.6494999999999891
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf614 2.518566626241797 2.7230730053329926 99.019500225 1.0057496624999942
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf615 4.620320547401898 5.299708251786699 99.473000425 0.6169995750000027
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf616 4.620320547401898 5.311755760596988 99.4760001 0.6139999000000046
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf617 4.620320547401898 5.329573405163831 99.470500125 0.6194998749999968
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf618 4.822617589575756 5.578534817498739 99.469500375 0.6204996250000022
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf619 2.228800078611496 2.446707972255818 99.3729995 0.4755007499999877
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf620 6.049759603467329 6.999140522275319 99.26299995 0.6405000750000056
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf621 2.096454466325894 2.2792588171514945 99.599998 0.4900019999999984
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf622 2.229987546103393 2.4484363785700007 99.4455 0.6445000000000022
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf623 2.0975050644706226 2.2807586672674365 99.580002 0.5099980000000045
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf624 2.518760549173475 2.724103025370525 98.894499925 1.1932501124999888
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf625 4.620320547401898 5.341125879827347 99.453500225 0.6364997749999987
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf626 4.085649995452931 4.572132885324665 99.5449997 0.5450002999999924
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf627 2.2790603028308345 2.5018595186710417 99.40899965 0.6810003499999994
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf628 4.822617589575756 5.591193088859659 99.460500625 0.6294993750000032
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf629 2.46245010893851 2.6633495481207308 98.8919993 1.1970010500000043
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf630 4.085649995452931 4.606787357455383 99.545499225 0.5445007749999974
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf631 6.049759603467329 6.976568333093263 99.266500125 0.6352498125000068
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf632 5.164763156480132 5.770101014488654 99.3304993 0.5392510499999972
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf633 2.228800078611496 2.445618336477278 99.37649925 0.4702511250000043
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf634 2.8294718138909465 3.029194571750378 99.18549985 0.7567502249999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf635 2.476288013425695 2.681378846557504 97.9579998 2.5980003000000025
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf636 2.609030610563349 2.7675986726425874 98.480003 1.814995500000002
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf637 2.4637141094786728 2.6631194828786713 99.386499425 0.4552508625000016
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf638 2.6197474808313035 2.779117387593226 98.839996 1.2750059999999976
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf639 4.841662699488451 5.604111127172637 99.437000225 0.6529997749999922
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf640 4.243038395730704 4.754149538787707 99.578500325 0.5114996750000046
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf641 2.817217072712465 3.0167778675379227 98.3239996 2.0490006000000065
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf642 4.625426444560992 5.349369354016377 99.498499875 0.5915001250000046
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf643 4.841662699488451 5.571099419836516 99.4390005 0.6509994999999918
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf644 5.164763156480132 5.783644635107075 99.316999875 0.5595001875000065
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf645 2.3802365066762623 2.5692956000381577 99.480003 0.6099970000000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf646 2.4622647596040013 2.6610748157256015 99.27950065 0.6157490249999924
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf647 2.140863560532567 2.3280324967272477 99.459999 0.6300010000000015
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf648 2.854575544724604 3.0640531792604713 97.878499025 2.717251462500002
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf649 4.620320547401898 5.338329915039067 99.46100015 0.6289998499999939
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf650 2.3623118701519323 2.5335582355603328 97.699997 2.9850045000000023
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf651 2.167452570749456 2.3574366975868486 99.540001 0.549998999999994
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf652 2.3891529866721535 2.579219821725064 99.599998 0.4900019999999984
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf653 2.608822539084485 2.7665355038465553 98.959999 1.0950015000000022
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf654 6.107695113523082 7.050229592276199 99.4569999 0.6330000999999982
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf655 2.4622647596040013 2.6623649508765617 99.266500325 0.6352495125000033
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf656 5.2069290627649565 5.7991525899754865 99.579499825 0.5105001749999986
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf657 2.3127105636014247 2.4809245370413024 98.18 2.2649999999999864
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf658 2.4812535478440156 2.687938337803804 98.2215007 2.202748949999986
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf659 5.2069290627649565 5.778708355408493 99.590000575 0.49999942499999295
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf660 2.476288013425695 2.6826887491533777 97.950000075 2.6099998874999883
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf661 2.8294718138909465 3.030866449454627 99.175999825 0.7710002624999888
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf662 2.5155173469767345 2.7431622052458136 99.3644998 0.48825029999999003
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf663 2.1371316914342855 2.3236069930269374 99.559998 0.5300020000000046
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf664 2.817217072712465 3.0184360634887124 98.337999575 2.0280006375
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf665 2.5625618602300637 2.7957367261806314 99.3804991 0.46425135000000495
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf666 4.625426444560992 5.354585370659567 99.49299965 0.5970003499999962
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf667 4.625426444560992 5.341364344445178 99.513500075 0.5764999250000017
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf668 4.625426444560992 5.31990875538451 99.524999925 0.5650000749999947
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf669 4.620320547401898 5.294598550231803 99.473000375 0.6169996249999997
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf670 6.107695113523082 6.99191268957335 99.4490007 0.6409992999999986
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf671 4.625426444560992 5.302698920840385 99.53549905 0.5545009499999992
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf672 4.822617589575756 5.545822863955494 99.47100035 0.6189996500000007
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf673 6.107695113523082 6.983021703615552 99.4680003 0.6219996999999978
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf674 4.243038395730704 4.785205647978252 99.56099965 0.5290003499999983
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf675 6.107695113523082 7.02186456268996 99.45050015 0.6394998500000014
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf676 4.085649995452931 4.598190595562092 99.545499325 0.5445006750000033
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf677 4.257773923209759 4.786649681030171 99.4750006 0.6149993999999964
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf678 2.4748238362826145 2.680613933851965 97.62400035 3.0989994749999923
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf679 2.258851356884336 2.4798616426608073 99.47150095 0.6184990499999913
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf680 2.4827253451378697 2.688707436854384 98.297999825 2.088000262499989
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf681 2.27483156083631 2.497884874952256 99.417500325 0.6724996749999917
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf682 2.3139891520601723 2.48270164155265 98.440002 1.8749969999999863
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf683 6.107695113523082 7.012897288221024 99.4639998 0.6260002000000014
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf684 2.309217025727383 2.535850751168552 99.473501175 0.6164988250000022
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf685 2.5625618602300637 2.7943141287032476 99.368 0.4830000000000041
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf686 2.8169744720042034 3.01717148777768 98.73399925 1.4340011250000018
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf687 6.049759603467329 6.91075093738472 99.269000825 0.6314987624999873
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf688 4.625426444560992 5.34297466208016 99.5154996 0.5745003999999995
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf689 4.257773923209759 4.801113846912687 99.4760001 0.6139999000000046
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf690 6.107695113523082 7.064182741943072 99.44300025 0.6469997500000005
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf691 4.620320547401898 5.316898647990889 99.45850055 0.6314994500000012
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf692 5.2069290627649565 5.82465721625955 99.582999775 0.5070002249999931
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf693 2.4638996770880186 2.664104638388041 99.03049945 0.9892508250000063
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf694 2.3019012830056362 2.4661294299953886 98.900002 1.1849969999999956
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf695 2.2576329589133795 2.4792073685583005 99.3689987 0.48150194999998774
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf696 6.107695113523082 7.073281736772944 99.43299975 0.6570002500000044
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf697 4.243038395730704 4.782329655330484 99.5629995 0.5270004999999941
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf698 4.841662699488451 5.5844139456613116 99.428500425 0.661499575000002
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf699 2.303167944240485 2.4678853945182473 99.080002 0.9149970000000067
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf700 2.518760549173475 2.7227523772753264 98.90549945 1.1767508250000063
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf701 5.164763156480132 5.72912758207104 99.334498375 0.5332524375000034
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf702 4.625426444560992 5.307824276905023 99.526499175 0.5635008249999999
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf703 2.319609357956284 2.4889831682077372 98.540001 1.724998499999991
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf704 4.841662699488451 5.565453275374568 99.437500375 0.6524996249999987
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf705 4.822617589575756 5.5824485625668325 99.46749985 0.6225001500000019
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf706 4.085649995452931 4.600849315753861 99.54699895 0.5430010499999952
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf707 2.641040299602058 2.8059009854109567 98.120003 2.354995500000001
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf708 6.049759603467329 6.990231156559524 99.265 0.6374999999999957
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf709 2.6301488740509615 2.79415964758139 97.879997 2.715004499999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf710 4.089642033136896 4.590994726502999 99.591500275 0.4984997249999964
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf711 6.049759603467329 6.985442882964769 99.26650015 0.6352497749999984
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf712 4.085649995452931 4.584921582351109 99.543499225 0.5465007749999927
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf713 2.350866132062169 2.5172504822940365 99.160004 0.7949939999999955
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf714 2.5237511168898585 2.727797270240618 99.097500225 0.8887496624999898
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf715 4.620320547401898 5.3331455045701475 99.471999375 0.618000625000002
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf716 2.163627510987709 2.3528988042466445 99.68 0.4099999999999909
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf717 2.518566626241797 2.7217233781881385 99.0050001 1.027499849999991
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf718 2.4827253451378697 2.6900245112945913 98.3044998 2.0782502999999934
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf719 6.049759603467329 6.919458726454385 99.2690006 0.6314990999999992
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf720 5.164763156480132 5.74922189247038 99.339998875 0.5250016874999872
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf721 2.46245010893851 2.66205845878774 98.887998975 1.2030015374999934
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf722 4.625426444560992 5.346564754270141 99.50550005 0.5844999500000029
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf723 2.8297165720351956 3.0321425334821446 98.899499525 1.1857507125000026
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf724 4.089642033136896 4.606964756791164 99.58400025 0.5059997499999952
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 4
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf725 6.107695113523082 7.0530353848031435 99.4505002 0.6394998000000044
-1 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf726 2.2790603028308345 2.502999858468016 99.397999825 0.6920001749999983
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf727 6.049759603467329 6.940010031898592 99.2640007 0.6389989500000013
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf728 6.049759603467329 6.970456791848077 99.26750035 0.6337494749999877
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf729 4.620320547401898 5.3463258250932135 99.4540009 0.6359991000000008
-1 gpu conv perf 22 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf730 2.123021558401789 2.308973572689884 99.660004 0.42999599999999705
-1 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf731 4.841662699488451 5.6226369052511185 99.429999925 0.6600000749999936
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf732 2.5523068379188163 2.784080122597951 99.281500125 0.6127498125000059
-1 gpu conv samp 31 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv samp 32 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf733 2.5237511168898585 2.7291529293563137 99.0864994 0.9052509000000057
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 gpu conv perf 21 add fp16 1 pool_max fp16 1 tanh fp16 1
-3 promise swing_level 6
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf734 4.243038395730704 4.791629431509044 99.556999775 0.5330002250000035
-1 gpu conv perf 27 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
-+++++
-conf735 4.257773923209759 4.810486894092358 99.47550035 0.6144996499999934
-1 gpu conv perf 26 add fp16 1 pool_max fp16 1 tanh fp16 1
-2 promise swing_level 3
-3 gpu mul fp16 1 add fp16 1 tanh fp16 1
-4 gpu mul fp16 1 add fp16 1 tanh fp16 1
-5 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/mobilenet3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/mobilenet3.txt
deleted file mode 100644
index a840a581e8746d796b386205bc29c3e325f6ac17..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/mobilenet3.txt
+++ /dev/null
@@ -1,784 +0,0 @@
-10583.745193000002
-+++++
-conf1 1 1 81.9308327 2.3537509500000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf2 0.956346411385161 0.9523144131507536 81.851666825 2.472499762500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf3 1.0240762074005454 1.022260386702397 81.89250005 2.411249925000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf4 0.9779579760207721 0.9717937012841189 81.76500005 2.6024999250000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf5 1.0240762074005454 1.0222006357142792 81.764166375 2.603750437499997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf6 1.0067921101791497 1.0067619136195214 81.904999375 2.392500937499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf7 1.0592736051015887 1.0554868785054459 81.810832725 2.533750912500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf8 1.0240762074005454 1.0222007380529154 81.839167875 2.4912481874999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf9 1.0240762074005454 1.0223933395037377 81.8899998 2.4150003000000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index df358b9e920cee96a130b335e67c3d3d6871b441..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,8788 +0,0 @@
-17205.006839
-+++++
-conf1 1 1 83.5 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp32 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp32 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp32 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp32 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp32 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp32 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp32 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp32 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf1 1.2734742637684393 1.2951757621902842 82.900002 0.899996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf2 1.2703515791048892 1.2921540421533906 82.860001 0.9599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf3 1.2735348755624227 1.295225649303455 82.900002 0.899996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf4 1.279143464901545 1.3010536414838192 82.940002 0.8399969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf5 1.2792046175679577 1.3011039824373394 82.940002 0.8399969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf6 1.2679234871693779 1.2894743103300215 82.900002 0.899996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf7 1.273603883881489 1.2953503342015802 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf8 1.279143464901545 1.3010536414838192 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf9 1.2735432655188093 1.295300437483366 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf10 1.2701594163249834 1.2920039146013695 83.12001 0.5699850000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf11 1.2614307069877517 1.283178305683691 83.119995 0.5700074999999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf12 1.2792046175679577 1.3011039824373394 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf13 1.2792046175679577 1.3011039824373394 83.019997 0.7200044999999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf14 1.2736105777092182 1.295398544841539 82.860001 0.9599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf15 1.2608316878877488 1.2830089491355263 83.219994 0.6800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf16 1.2651108526796189 1.2874887083453963 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf17 1.2575289345859588 1.2797603523471364 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf18 1.2616959176255829 1.284061653980492 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf19 1.263037646062577 1.2853997257032665 82.259995 1.8600074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf20 1.2629272250989843 1.284982654339917 83.039993 0.6900105000000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 33
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf21 1.2749405554682027 1.296671260313022 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf22 1.2669988290451553 1.2888590287743746 82.239998 1.890003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf23 1.2575289345859588 1.2797603523471364 82.899994 0.9000089999999901
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf24 1.2608316878877488 1.2830089491355263 83.659996 0.24000399999999333
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf25 1.266156952207793 1.2877850854220878 82.519997 1.4700044999999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf26 1.2520492968028962 1.2740728750862216 83.020004 0.7199939999999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf27 1.2717416823733962 1.29349556164649 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf28 1.2616274535578418 1.283952804710333 83.100006 0.5999910000000099
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf29 1.2695118931014115 1.2911224958227 83.119995 0.5700074999999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf30 1.2575289345859588 1.2797603523471364 82.239998 1.890003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf31 1.2521159962484738 1.2741935205060764 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf32 1.263037646062577 1.2853997257032665 82.800003 1.0499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf33 1.2608316878877488 1.2830089491355263 83.219994 0.6800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf34 1.265155227430203 1.2875166459433818 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf35 1.263037646062577 1.2853997257032665 82.259995 1.8600074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf36 1.2606696438149931 1.2821483748437652 82.32 1.7700000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf37 1.2607871539519158 1.2828972070752795 83.379997 0.520002999999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf38 1.2640239463377931 1.285649168295587 82.259995 1.8600074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf39 1.2661918022889667 1.2878233027028623 83.060005 0.6599924999999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf40 1.2575289345859588 1.2797603523471364 82.219994 1.9200090000000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf41 1.2521021455057637 1.2742076590097733 82.720001 1.1699985000000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf42 1.2662059665066117 1.2878088604303894 82.280006 1.8299909999999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf43 1.2694592505409712 1.2910426598581402 83.060005 0.6599924999999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf44 1.2640643442471269 1.2865533763669408 82.300003 1.7999954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 36
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf45 1.2690434154183607 1.2907746866409766 81.800003 2.5499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf46 1.2697131365792622 1.2912577507008693 82.060005 2.159992499999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 29
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf47 1.2743679056797859 1.2970131364394484 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf48 1.2605891915676861 1.2828700545492706 82.400002 1.649996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf49 1.2832946288408487 1.306035398068696 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf50 1.257576731622832 1.2798022184775137 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf51 1.2742825811010314 1.2968814058591622 81.920006 2.369990999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf52 1.2769236794351064 1.2995935454758563 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf53 1.2800254658290573 1.3028059305837558 81.539993 2.9400105000000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf54 1.2605596364900422 1.28290437319395 82.559998 1.4100030000000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf55 1.2661833225471568 1.2886538358435224 82.320007 1.769989499999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf56 1.2689832303876707 1.2907251418000703 81.800003 2.5499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf57 1.2799991823691355 1.3027925076713427 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf58 1.26404902059824 1.285680796072295 82.440002 1.5899969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf59 1.2657150630729006 1.2889301802022184 82.459999 1.5600015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf60 1.2713453001644133 1.2947164249012484 82.540001 1.4399984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf61 1.2666494108127684 1.288229145069277 82.440002 1.5899969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf62 1.2742523804483485 1.2969164782560307 82.819992 1.0200120000000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf63 1.2794558518352321 1.3026462812022306 81.599998 2.850003000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf64 1.274391504095748 1.2970239491012583 81.899994 2.40000899999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf65 1.274436154689892 1.2967612574265197 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf66 1.2690434154183607 1.2907746866409766 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf67 1.268553209311492 1.2907453737955532 81.500008 2.999988000000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf68 1.2718195218451496 1.2935653920963393 82.040001 2.1899984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf69 1.2797059474084298 1.302918251484938 81.860001 2.4599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf70 1.2662054073867495 1.2878274782501664 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf71 1.2662054073867495 1.2878274782501664 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf72 1.2735306334917194 1.296881704763621 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf73 1.2830260976832775 1.305797022844102 82.180008 1.9799879999999987
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf74 1.2801435642586658 1.3028976360815856 82.759995 1.1100074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf75 1.2748701741624067 1.2967408363991646 82.099998 2.100003000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf76 1.2698593310597048 1.291395306169321 82.419998 1.6200029999999899
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf77 1.280143850007098 1.3028914515877918 82.579994 1.3800090000000012
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf78 1.2833447875284802 1.3060957254951293 82.400002 1.649996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf79 1.2802115759835322 1.3029968976977344 82.540001 1.4399984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf80 1.2740772448884508 1.2971377670396678 81.580002 2.87999700000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf81 1.2743679056797859 1.2970131364394484 82.0 2.25
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf82 1.2769236794351064 1.2995935454758563 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf83 1.2798733033708953 1.3026693012741695 82.020004 2.219994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf84 1.2798199884159578 1.3026226588301382 81.860001 2.4599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf85 1.2735157393339438 1.2967438746088489 82.199997 1.9500045000000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 33
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf86 1.2611347315240446 1.2825779816637763 81.659996 2.76000599999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf87 1.2670079728466097 1.2887784393426422 82.080002 2.12999700000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf88 1.2690500613938256 1.2908225572812353 81.659996 2.76000599999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf89 1.2626247094049008 1.2849852464401557 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf90 1.2659987532353572 1.2876662726590493 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf91 1.2742523804483485 1.2969164782560307 82.139999 2.0400014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf92 1.2635079161683258 1.2851012169445322 81.680008 2.7299879999999987
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf93 1.2679114335679773 1.291126445910307 81.580002 2.87999700000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf94 1.2635311140894296 1.285111831908068 81.68 2.7299999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf95 1.274726979282295 1.2966366991633445 82.159996 2.01000599999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf96 1.2769236794351064 1.2995935454758563 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf97 1.2627901297161717 1.2849892079720453 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf98 1.2741049840579726 1.2967130947167775 82.120003 2.0699955000000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf99 1.2801545180398546 1.3028925577531019 81.800003 2.5499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf100 1.2764519893995612 1.2995582280936044 82.020004 2.219994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index fc70abae8bcdf08ae8838bc663267a67e7852524..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,7483 +0,0 @@
-17205.006839
-+++++
-conf1 1 1 83.5 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp32 1
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-15 gpu relu fp16 1
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-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp32 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp32 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp32 1
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-57 gpu relu fp16 1
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-60 gpu relu fp16 1
-61 gpu conv fp32 1
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp32 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp32 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp32 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp32 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf1 1.2716450543540676 1.2941754032388968 82.900002 0.899996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
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-40 gpu group_conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf2 1.2700094028395432 1.2924933916843937 82.860001 0.9599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf3 1.2717054921442716 1.2942252133174155 82.900002 0.899996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf4 1.2787965366067107 1.3013976822158175 82.940002 0.8399969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf5 1.2788576561052722 1.301448049796931 82.940002 0.8399969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf6 1.271845564471874 1.2943753116859742 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf7 1.2786117878321603 1.3012366725785536 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf8 1.2717851133673814 1.294325490053514 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf9 1.2698173435580982 1.2923431852726681 83.12001 0.5699850000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf10 1.261093318983357 1.2835129565064543 83.119995 0.5700074999999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf11 1.2786728896716084 1.3012870276971873 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf12 1.2792046175679577 1.3011039824373394 83.019997 0.7200044999999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf13 1.2718522398295067 1.294423449774685 82.860001 0.9599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf14 1.2564964870392585 1.2792395591176602 83.219994 0.6800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf15 1.2579986060619093 1.2816162954429189 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf16 1.2531181628203625 1.2758160597535109 82.979996 0.7800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf17 1.2590478977077157 1.2816333723596383 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf18 1.2547853296429137 1.2784683619154706 82.259995 1.8600074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf19 1.2596487271565942 1.2820883891788724 83.039993 0.6900105000000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 33
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf20 1.26771767301492 1.2907149766953925 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf21 1.261664830317108 1.2845236262984963 82.239998 1.890003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf22 1.2545783607979648 1.277146607144932 82.899994 0.9000089999999901
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf23 1.256675633996818 1.2792464905448968 83.659996 0.24000399999999333
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf24 1.2578941225577327 1.2808064189048904 82.519997 1.4700044999999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf25 1.2476768140231893 1.2701635092853858 83.020004 0.7199939999999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf26 1.2645548972539196 1.2875683508826778 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf27 1.258979720712424 1.2815249343712845 83.100006 0.5999910000000099
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf28 1.2661991639151664 1.2882005375567371 83.119995 0.5700074999999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf29 1.2482268087504984 1.271801425674275 82.239998 1.890003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf30 1.246384751464393 1.2690184454522113 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf31 1.2600611957730106 1.2827629180951374 82.800003 1.0499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf32 1.2563977577857965 1.2790446374293656 83.219994 0.6800060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf33 1.2580424832711048 1.2816439787649312 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf34 1.255948625493068 1.2795463102963223 82.259995 1.8600074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf35 1.251168201231758 1.273960857350186 82.32 1.7700000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf36 1.2567029877709561 1.279218135181089 83.379997 0.520002999999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf37 1.25906743085629 1.2819478441065977 83.060005 0.6599924999999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf38 1.2493482126642301 1.2728895118843628 82.219994 1.9200090000000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf39 1.2465734000584965 1.269181170268594 82.720001 1.1699985000000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf40 1.2611534050325126 1.2840287384367948 83.060005 0.6599924999999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf41 1.2640643442471269 1.2865533763669408 82.300003 1.7999954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 36
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf42 1.2673253818657817 1.2898019550614555 81.800003 2.5499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf43 1.273146513326762 1.2958480207520933 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf44 1.2574495260039462 1.2806507552480604 82.400002 1.649996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf45 1.2832946288408487 1.306035398068696 83.080002 0.6299970000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf46 1.273134831261702 1.2958014178859487 81.920006 2.369990999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf47 1.2800254658290573 1.3028059305837558 81.539993 2.9400105000000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf48 1.2576957804211273 1.2808614738183246 82.559998 1.4100030000000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf49 1.2644810112329596 1.2877397483250048 82.320007 1.769989499999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf50 1.2799991823691355 1.3027925076713427 82.240005 1.8899925000000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf51 1.262344474197618 1.2847157240150522 82.440002 1.5899969999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf52 1.2631998357794756 1.2865489639438006 82.459999 1.5600015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf53 1.270005184222583 1.2934711797592768 82.540001 1.4399984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf54 1.2742523804483485 1.2969164782560307 82.819992 1.0200120000000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf55 1.2794558518352321 1.3026462812022306 81.599998 2.850003000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf56 1.2739083828078335 1.2969430827313466 82.360001 1.7099985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf57 1.2668365018888603 1.2897726863793761 81.500008 2.999988000000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf58 1.2696490465373107 1.2923332914778218 82.040001 2.1899984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf59 1.2797059474084298 1.302918251484938 81.860001 2.4599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf60 1.2626875362167655 1.2853040566758893 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf61 1.2627872565005869 1.2855008910041055 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf62 1.2735306334917194 1.296881704763621 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf63 1.2830260976832775 1.305797022844102 82.180008 1.9799879999999987
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf64 1.2801435642586658 1.3028976360815856 82.759995 1.1100074999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf65 1.2693889111583325 1.291897867250721 82.099998 2.100003000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf66 1.280143850007098 1.3028914515877918 82.579994 1.3800090000000012
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf67 1.2833447875284802 1.3060957254951293 82.400002 1.649996999999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf68 1.2802115759835322 1.3029968976977344 82.540001 1.4399984999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf69 1.2725713321046532 1.2957652619415125 81.580002 2.87999700000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf70 1.2728613061229765 1.2956408949330886 82.0 2.25
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf71 1.2750804909173314 1.2980075087648344 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf72 1.2798733033708953 1.3026693012741695 82.020004 2.219994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf73 1.2798199884159578 1.3026226588301382 81.860001 2.4599985000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf74 1.2735157393339438 1.2967438746088489 82.199997 1.9500045000000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 33
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf75 1.260923999569842 1.2840212179114194 82.639999 1.2900014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf76 1.2624820286626026 1.2851434821720453 82.379997 1.6800044999999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf77 1.2730468458213677 1.2957529286008187 82.139999 2.0400014999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf78 1.2606609607589612 1.2830296225752196 81.680008 2.7299879999999987
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf79 1.2662639312779769 1.2896345403658298 81.580002 2.87999700000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 29
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf80 1.274198966549004 1.2968184895375412 82.159996 2.01000599999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf81 1.275182178344027 1.2982082534947688 82.18 1.9799999999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf82 1.2622719575481571 1.2851677467995133 82.880005 0.9299925000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf83 1.2729575539766051 1.2956333869334813 82.120003 2.0699955000000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf84 1.2801545180398546 1.3028925577531019 81.800003 2.5499954999999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf85 1.2764519893995612 1.2995582280936044 82.020004 2.219994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index e839711afddbd620321ee5f7d959be16eb1830cc..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,89002 +0,0 @@
-17205.006839
-+++++
-conf1 1 1 83.5 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp32 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp32 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp32 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp32 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp32 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp32 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp32 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp32 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf1 1.5000169557211032 1.52661218242321 83.163334475 0.5049982875000012
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf2 1.459879231586514 1.4811391307481336 83.386665875 0.5133341249999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf3 1.4772485762448733 1.5054866494452668 83.2783331 0.6216669000000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf4 1.4772485762448733 1.505825195308648 83.220000325 0.6799996749999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf5 1.4772485762448733 1.5057814588028338 83.219999875 0.6800001250000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf6 1.5000169557211032 1.5267463994768276 83.155834675 0.5162479875000088
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf7 1.5302075487036224 1.5576316358762738 83.103333275 0.5950000875000043
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf8 1.6633472455274259 1.6837937218211543 82.59083295 1.3637505749999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf9 1.4164810195930422 1.4391968356862728 82.4716658 1.542501300000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf10 1.4164810195930422 1.4390864204602127 82.51916615 1.4712507749999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf11 1.3817935539350228 1.4054383405554483 82.64999965 1.275000525000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf12 1.4276633202288807 1.4505264033276946 82.448332775 1.5775008375000041
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf13 1.420628998598079 1.4433249398549708 82.7708336 1.0937495999999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf14 1.4360544294049946 1.4580589768288175 82.422500075 1.6162498874999969
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf15 1.4250236748187441 1.4478621980286355 82.594167 1.3587495000000018
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf16 1.4276633202288807 1.450501997610946 82.430000125 1.6049998124999902
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf17 1.4276633202288807 1.450434987725342 82.56333275 1.405000874999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf18 1.4361132847951588 1.4577721548774893 83.564167475 0.33583252499999505
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf19 1.3815527766424744 1.4052591978880524 82.9275003 0.8587495499999918
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf20 1.4318230471056441 1.4544571626424028 82.329165975 1.7562510375000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf21 1.4276633202288807 1.450501997610946 83.115000925 0.5774986124999941
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf22 1.4382041449919412 1.4590033146943528 82.72416595 1.1637510750000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf23 1.3710784912999705 1.39469734062999 82.9700005 0.7949992500000036
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf24 1.4393287446001857 1.4601597866933251 83.00083265 0.74875102499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf25 1.391545480560819 1.4133412065533533 82.447499725 1.5787504124999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf26 1.436121795851634 1.4582031103390423 83.174999825 0.48750026249999934
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf27 1.4392904550103292 1.460321733744668 83.1424999 0.5362501499999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf28 1.4456217790043466 1.4745911076177218 82.704167175 1.1937492375000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf29 1.4277198311417765 1.4504141430951085 83.085833325 0.6212500125000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf30 1.42697135767542 1.4498344838388362 82.4325003 1.6012495499999986
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf31 1.4164810195930422 1.4390644506076553 82.52833345 1.4574998249999922
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf32 1.4576937809999961 1.4790820703417846 82.7708333 1.09375004999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf33 1.3446293236112388 1.3693378111780352 82.7233329 1.165000649999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf34 1.38286608695196 1.4065622915179512 82.831667325 1.002499012500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf35 1.320681139990149 1.3459761397924797 83.034168075 0.698747887500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf36 1.4090302845177074 1.4325273673093866 82.539999575 1.440000637500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf37 1.4276633202288807 1.4502100129621105 83.137500575 0.5437491374999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf38 1.37974148571541 1.3998186734121665 83.1958331 0.4562503499999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf39 1.4276633202288807 1.4505131514666456 83.017499875 0.7237501875000021
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf40 1.5811054503898903 1.6139093633135002 82.141666525 2.0375002124999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf41 1.5020702267905488 1.532179301203105 82.634166725 1.2987499125
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf42 1.627509172639233 1.659311640326467 81.9308327 2.3537509500000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf43 1.5558219069856378 1.5790860708608276 81.9616666 2.3075000999999986
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf44 1.627509172639233 1.6589769685889615 81.983333575 2.2749996374999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf45 1.3875990033600933 1.4070874350006817 82.297500375 1.8037494375000023
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf46 1.428927769367112 1.4509562236911369 82.463333875 1.5549991874999947
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
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-52 gpu group_conv fp16 1
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-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf47 1.5381749212713816 1.5660241402897348 81.74500045 2.6324993249999906
-1 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf48 1.627509172639233 1.6591523078975765 81.9883331 2.2675003499999917
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf49 1.6367480889256283 1.6682225942148683 81.92083345 2.3687498249999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf50 1.4360447205271962 1.4581908109368522 82.356666825 1.7149997624999926
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf51 1.627509172639233 1.6587682431119537 81.9350005 2.3474992499999985
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf52 1.627509172639233 1.6589295494294312 81.9616671 2.3074993500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf53 1.5677494497265851 1.5997862873561473 83.056666875 0.6649996874999928
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf54 1.5383726962407596 1.5659884311496675 81.763332525 2.6050012125000066
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf55 1.5215984958878996 1.5456763327412317 82.631666775 1.302499837500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf56 1.5898165223660108 1.6201325127697668 81.93666605 2.345000925000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf57 1.627509172639233 1.6593110392043746 81.9233338 2.364999300000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf58 1.576511217684522 1.6093221850826005 82.0608328 2.1587508
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf59 1.4803515975564172 1.5093744550749255 82.226667075 1.909999387500008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf60 1.627509172639233 1.6592465653333528 81.959167325 2.3112490125000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf61 1.4924952356231227 1.5217503326825041 81.822500025 2.516249962500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf62 1.627509172639233 1.6592465653333528 81.9808335 2.278749749999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf63 1.627509172639233 1.659213867032309 82.0224998 2.2162502999999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf64 1.4638811042729976 1.49347612153649 81.85416565 2.468751525000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf65 1.5381749212713816 1.5662597037874624 81.73833355 2.6424996750000105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf66 1.627509172639233 1.659279102232643 81.889999075 2.4150013874999914
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf67 1.4360447205271962 1.457814975716198 82.26583335 1.8512499750000089
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf68 1.5381749212713816 1.5658541614893458 81.816667 2.524999500000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf69 1.627509172639233 1.659056497557359 81.889166525 2.4162502125000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf70 1.5444984353464137 1.5775685782938724 82.981666775 0.7774998375000095
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf71 1.627509172639233 1.6591676984149382 81.993333575 2.259999637500009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf72 1.4360802005198063 1.4579413604279567 83.207499825 0.6925001750000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf73 1.3767388612005174 1.4037837024121607 82.811667125 1.0324993125000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf74 1.5300125477777604 1.5574446809175289 81.75166725 2.6224991250000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf75 1.6368371583195702 1.668225617115676 82.306666375 1.790000437499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf76 1.636972026586242 1.6683056353178622 82.1975002 1.9537497000000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf77 1.5013005273517968 1.519414153148602 83.4608337 0.4391663000000051
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf78 1.5950601489651504 1.614912195166008 83.409999875 0.4900001250000031
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf79 1.5013005273517968 1.519321571743284 83.46999955 0.43000045000000287
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf80 1.5950601489651504 1.6150014928674878 83.3833332 0.5166668000000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf81 1.450530334318176 1.4700881697513655 83.28583315 0.614166849999998
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf82 1.4098392219490528 1.4305940836800564 83.60833335 0.2916666500000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf83 1.5941964538995221 1.6139463908526996 83.399166475 0.5008335249999988
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf84 1.5013005273517968 1.5195720095251863 83.50083335 0.3991666500000065
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf85 1.4919553606852558 1.5151229032843418 83.472500175 0.4274998250000067
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf86 1.450530334318176 1.4701656931655835 83.33583355 0.5641664499999962
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf87 1.4785024822113713 1.4988719522001264 83.289165675 0.6108343249999933
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf88 1.450530334318176 1.4701767712679215 83.269167175 0.6308328249999932
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf89 1.5950601489651504 1.6151128940918695 83.3791664 0.5208335999999975
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf90 1.489989936483798 1.509034886194918 83.54083385 0.3591661500000015
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf91 1.420969121996462 1.440225921398145 83.457500225 0.44249977499999604
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf92 1.5950601489651504 1.615182533196487 83.1716666 0.492500100000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf93 1.5013005273517968 1.5194716842600942 83.575000225 0.32499977500000343
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf94 1.5013005273517968 1.519292395467976 83.47916685 0.42083315000000143
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf95 1.4575857885307575 1.4828467814064963 83.850833275 0.04916672500000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf96 1.4919553606852558 1.5151971100083719 83.45249935 0.4475006500000035
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf97 1.4784117710281404 1.498668492410399 83.5608333 0.33916670000000126
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf98 1.4577538530220349 1.4773230463463818 83.25249975 0.6475002500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf99 1.5376013624464244 1.559303706446334 83.278334075 0.6216659249999964
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf100 1.4484329418817892 1.46433464851952 83.489167025 0.4108329749999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf101 1.5246383719126875 1.5462085517435042 83.252499725 0.6475002749999931
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf102 1.5013005273517968 1.5196733564493632 83.3416668 0.5583332000000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf103 1.5013005273517968 1.5195429766239261 83.584166725 0.31583327499999714
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf104 1.4031052525672625 1.4252576659570328 83.1591665 0.5112502500000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf105 1.5950601489651504 1.6149411759153534 83.388333125 0.5116668749999974
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf106 1.5013005273517968 1.5195324802055463 83.5300007 0.3699992999999978
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf107 1.5013005273517968 1.5195725136634273 83.537499975 0.3625000249999971
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf108 1.5013005273517968 1.5194534787502707 83.451667075 0.4483329249999969
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf109 1.461840225024656 1.4815656869504927 83.462500825 0.4374991749999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf110 1.4919553606852558 1.5151234044748034 83.424999425 0.47500057500000425
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf111 1.478493461413217 1.4989230368552755 83.53333295 0.3666670499999981
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf112 1.5013005273517968 1.5194536763120503 83.32833325 0.57166675
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf113 1.4096556290896547 1.432002446616222 82.56666695 1.3999995750000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf114 1.3958521150718206 1.4189936715805458 82.998333125 0.7525003124999969
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf115 1.3896919268084373 1.413086507137091 82.965000875 0.8024986874999982
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf116 1.575449241876329 1.6003221926875837 82.849167475 0.9762487874999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf117 1.3446794521304808 1.3692334268182715 83.4741666 0.42583339999999625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf118 1.5206177216711771 1.5485608557659658 82.3491667 1.7262499500000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf119 1.4533536033976397 1.4832407384564457 83.02166615 0.7175007749999978
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf120 1.3921421058875711 1.413147443069937 82.762500375 1.1062494374999972
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf121 1.4167354097622755 1.439126507254016 82.802499825 1.0462502625000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf122 1.3516629011402375 1.3755957728859507 83.197500425 0.4537493624999982
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf123 1.3695623546051279 1.3896090738468097 83.010000475 0.7349992875000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf124 1.4994972694023074 1.5282831333613884 82.45333265 1.5700010250000105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf125 1.4530593863451091 1.4819709225986455 82.581667225 1.3774991624999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf126 1.464829073473984 1.4940592653884421 82.504999925 1.4925001124999895
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf127 1.4190145793529745 1.448039325425343 82.50666635 1.490000474999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf128 1.3453988462317474 1.3694892673958672 82.255832625 1.8662510625000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf129 1.4665969472697198 1.486719730517148 83.13333375 0.5499993749999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf130 1.554651177107881 1.5795755635049604 83.003333475 0.7449997874999923
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf131 1.4921537068617112 1.520992960145638 82.29583385 1.806249225000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
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-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf132 1.3762122960308985 1.4009642101480126 82.465833275 1.5512500875000086
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 22
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf133 1.4577855495576888 1.4787745540726926 82.52833315 1.4575002750000081
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf134 1.4160539972593544 1.438458450540731 82.785834275 1.0712485875000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf135 1.4383632915572166 1.460167229662987 82.454165975 1.5687510375000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf136 1.4178793691790557 1.4394518743982743 82.97500015 0.7874997750000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf137 1.4577855495576888 1.4788013055407108 82.457499725 1.5637504124999921
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf138 1.476006853775949 1.5051715935333783 82.545832825 1.4312507624999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf139 1.5546431105708498 1.5784094603387173 81.89083385 2.4137492249999895
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf140 1.5546431105708498 1.578165320921123 81.8091669 2.536249650000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf141 1.4874193952004937 1.51079025109183 82.019999875 2.2200001875000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf142 1.4418283395355165 1.4677577605734122 82.0483325 2.177501249999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf143 1.4199569393512623 1.4448975528805312 81.625833925 2.8112491125000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf144 1.488507282063346 1.5145101446775504 82.726666675 1.1599999874999938
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf145 1.420939448292776 1.4433123246534907 82.89583355 0.9062496749999909
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf146 1.5122473836269026 1.5373989065171993 81.805000075 2.542499887500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf147 1.500122054084412 1.5251857836962843 82.07166655 2.142500174999995
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf148 1.546173760431908 1.5695509293517558 82.9274992 0.8587512000000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf149 1.5546431105708498 1.5783963583585423 82.004166025 2.2437509624999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf150 1.5640989186261371 1.5869495885255493 82.30916665 1.7862500250000082
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf151 1.5546431105708498 1.5782082351790208 81.8025006 2.546249099999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf152 1.5899721761513392 1.6100811178668355 81.8916664 2.412500399999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf153 1.5546431105708498 1.5784258016280281 81.888333875 2.417499187499999
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf154 1.500122054084412 1.5250651013648586 81.9924993 2.2612510499999914
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf155 1.500122054084412 1.5251241253746561 82.1449991 2.0325013499999898
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf156 1.500122054084412 1.5248600926865645 82.2041664 1.9437503999999919
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf157 1.5546431105708498 1.5783963583585423 81.954167525 2.318748712499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf158 1.4564564081767593 1.482732062710494 81.75083395 2.623749074999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf159 1.500122054084412 1.5251583918070153 82.226666875 1.9099996874999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf160 1.500122054084412 1.5251982143787708 82.049166175 2.1762507375000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf161 1.465441956701505 1.4864567540951936 81.793333275 2.5600000875000077
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf162 1.493422306786365 1.527712012045303 81.6974989 2.703751650000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
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-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf163 1.4980227587617498 1.518928121300238 82.1050001 2.092499850000003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf164 1.5080508097111713 1.5332441283193008 82.2466675 1.8799987499999986
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf165 1.4917517492039734 1.5152789196043324 82.1716669 1.992499649999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf166 1.500122054084412 1.5251459617736423 82.190832875 1.9637506875000028
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf167 1.5899721761513392 1.610324959095629 82.12666665 2.0600000249999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf168 1.5546431105708498 1.5781949254725596 81.856666625 2.465000062499996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf169 1.5546431105708498 1.5779943624519244 81.9016671 2.397499350000004
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf170 1.5546431105708498 1.5784260148227554 81.851666825 2.472499762500007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf171 1.546173760431908 1.5697009678553244 82.946667475 0.8299987875000028
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf172 1.4427157583263244 1.4636774055712691 82.4766672 1.5349992000000086
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf173 1.4341764789788345 1.4551417124363741 82.7925007 1.0612489499999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf174 1.5899721761513392 1.6103916949724504 82.008333625 2.237499562499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf175 1.5325737587133836 1.5571127607274262 82.02499975 2.2125003749999905
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf176 1.523134083259224 1.5550645660721774 83.0258332 0.7112502000000092
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf177 1.4631524651956946 1.4817633138780872 82.984166525 0.7737502124999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf178 1.422926389974869 1.4483848726898996 83.30250015 0.5974998499999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf179 1.523134083259224 1.554811738094525 83.1766651 0.48500235000000913
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf180 1.4003686707012948 1.4213979233195981 83.228333425 0.6716665749999976
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf181 1.4687454535442197 1.4974767852965056 83.031666575 0.702500137499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf182 1.5879475942101275 1.6123993129313705 82.328333125 1.7575003124999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf183 1.5448892306906234 1.5710639016765067 82.7800006 1.079999100000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf184 1.5528635437653457 1.5766828986599748 82.2816663 1.8275005500000034
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf185 1.428927769367112 1.4508782790538466 82.244165975 1.883751037499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf186 1.4290958433860195 1.455933700982062 82.428332975 1.6075005374999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf187 1.5297157982842684 1.551555719678605 82.3399998 1.7400002999999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf188 1.5888045297798865 1.613578939796182 82.34583265 1.7312510249999917
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf189 1.55368302167142 1.5771391386587363 82.325833575 1.7612496374999935
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf190 1.5888045297798865 1.6134412688955853 82.3066669 1.7899996500000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf191 1.5888045297798865 1.6133774198317579 82.3833346 1.6749981000000034
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf192 1.5888045297798865 1.6131474407395834 82.3158331 1.7762503499999909
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf193 1.4657592149039154 1.4862523893555242 82.399166375 1.6512504375000105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf194 1.5448892306906234 1.5709561234428122 82.84583335 0.9812499749999901
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf195 1.4371987730251434 1.465681261041064 82.129166025 2.0562509624999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf196 1.6394645258544789 1.67006432314787 81.905 2.3924999999999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf197 1.6113689776748326 1.641770922173945 82.02250055 2.2162491749999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf198 1.5450361231758079 1.5729700399074797 82.039999825 2.190000262500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf199 1.5702415118867816 1.6011233045791247 82.309166475 1.7862502875000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf200 1.5925435390039642 1.6240789529552013 82.1758326 1.9862510999999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf201 1.4020281847536777 1.4242188577892976 82.9983336 0.7524996000000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf202 1.639720617838938 1.6700663982167079 82.4983326 1.5025011000000035
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf203 1.6552071439029015 1.6844759618635128 82.658333425 1.2624998625000075
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf204 1.5927045273052438 1.6241398381708265 82.6316668 1.3024997999999925
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf205 1.5325815978540391 1.5587415197927725 82.031665675 2.202501487500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf206 1.656247604181755 1.686880461474038 82.153333675 2.0199994875000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf207 1.6647451191131075 1.6943588861112853 81.89250005 2.411249925000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf208 1.3780342739998994 1.4060872753339013 82.497499925 1.5037501125000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf209 1.4719315736236986 1.5034153151721352 82.05833335 2.162499975000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf210 1.5897389381085818 1.622420688716627 82.449999725 1.5750004125000032
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf211 1.5375389787803777 1.559883021020239 83.89833405 0.0016659499999974736
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf212 1.421400683174681 1.444344961184778 82.7850004 1.072499399999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf213 1.5373748947480208 1.5582355981271128 82.680833325 1.228750012500008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf214 1.6950236282052182 1.7231595622760874 82.135832925 2.046250612499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf215 1.513880207943736 1.5390240456863145 83.580000125 0.31999987500000204
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf216 1.6950236282052182 1.723101238239963 82.1216669 2.067499650000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf217 1.5325815978540391 1.5587418423454604 82.2108337 1.9337494500000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf218 1.6450423757742143 1.675264133953445 82.50000075 1.4999988750000028
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf219 1.5533248356690812 1.5863476367677563 83.100000825 0.5999987625000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf220 1.5016514258142453 1.5362527846306053 82.7100005 1.18499924999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf221 1.6074199570506387 1.6355815324005436 82.55166665 1.422500024999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf222 1.6450423757742143 1.6752491815291075 82.5324995 1.4512507499999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf223 1.6450423757742143 1.6751170297600244 82.4558336 1.566249599999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf224 1.5766220808022389 1.6036023373754906 82.13083465 2.0537480250000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf225 1.5715348550708483 1.6046994304977513 82.53416635 1.44875047499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf226 1.6949281139443704 1.7225340470806834 81.918333375 2.3724999374999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf227 1.5131263073657841 1.5321604009439156 82.865833525 0.951249712500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf228 1.5178370251978712 1.5462080582437012 82.09833355 2.10249967499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf229 1.5325815978540391 1.5587415197927725 82.219165975 1.9212510375000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf230 1.5532546991338956 1.5810773296549216 81.826667025 2.509999462499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf231 1.5521485973743991 1.5802449878755682 82.870833375 0.9437499374999945
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf232 1.6394645258544789 1.6700158125513056 81.896667125 2.40499931250001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf233 1.6172312550597006 1.6498365227033076 82.0241669 2.213749650000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf234 1.6394645258544789 1.6696946685429952 81.828332925 2.507500612500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf235 1.521819086588983 1.5458332416437077 83.575833175 0.3241668250000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf236 1.442677674584027 1.4661355540344891 83.46416625 0.4358337499999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf237 1.5693398250602613 1.591788744908011 83.341666975 0.5583330250000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf238 1.4610962325899477 1.4833871155246494 83.567499 0.33250100000000204
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf239 1.513686815586888 1.5374398674030636 83.3233327 0.5766673000000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf240 1.4059094567151385 1.4294934764826475 83.0875002 0.6187497000000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf241 1.4610962325899477 1.4833111763452784 83.616666775 0.28333322500000124
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf242 1.4109750175442721 1.4309443498111896 83.4783326 0.42166739999999836
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf243 1.439880895225409 1.4606033075728537 83.4525004 0.4474995999999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf244 1.439880895225409 1.460558825462431 83.43166675 0.4683332499999949
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf245 1.447132721126988 1.4680379902146483 83.3758336 0.5241663999999929
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf246 1.5693398250602613 1.5916428489955374 83.406667325 0.4933326749999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf247 1.5950601489651504 1.614694614607966 83.410000075 0.4899999250000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf248 1.468696185118884 1.4940065239634113 83.459999775 0.440000225
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf249 1.5693398250602613 1.5917373417407086 83.2074999 0.6925000999999981
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf250 1.5693499884903381 1.591331894473919 83.257500125 0.642499874999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf251 1.418813491130119 1.441120430686039 83.481666275 0.4183337250000051
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf252 1.4127373908219714 1.436276170933766 83.1966667 0.45499995000000837
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf253 1.5693398250602613 1.5913409616770877 83.4449997 0.45500030000000324
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf254 1.5139484131771728 1.5374585509377485 83.0825007 0.6262489500000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf255 1.4285071475308033 1.449080595831741 83.6124996 0.28750039999999333
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf256 1.5693398250602613 1.5918183535555503 83.2258328 0.6741671999999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf257 1.513686815586888 1.5373226916764702 83.366665625 0.533334375000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf258 1.492267544062481 1.5130046943026214 83.264168025 0.6358319749999964
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf259 1.4109750175442721 1.4308473850183576 83.454165825 0.445834174999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf260 1.512908975426157 1.5366965556768388 83.281666425 0.6183335750000026
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf261 1.512768590532081 1.5338352610880086 83.3800005 0.5199995000000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf262 1.5693398250602613 1.5915716093621124 83.321666575 0.5783334250000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf263 1.492114770081474 1.515317684098381 83.297500075 0.6024999249999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf264 1.4900378104803509 1.5090879474538235 83.2325002 0.667499799999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf265 1.5013005273517968 1.519380339151781 83.4424997 0.45750030000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf266 1.492114770081474 1.5149693513805795 83.5075001 0.39249989999999857
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf267 1.5376013624464244 1.5593842531088766 83.2766666 0.6233334000000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf268 1.4903012978087538 1.5071221468596239 83.311666475 0.5883335250000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf269 1.4109750175442721 1.430838969961618 83.467499575 0.43250042499999497
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf270 1.4599588867034636 1.4812217763448712 83.172499575 0.491250637499995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf271 1.5692477875961102 1.591713398156981 83.240833525 0.6591664750000007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf272 1.5252132506421137 1.5524352848903293 82.4716655 1.5425017499999996
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf273 1.4252841245964578 1.4506576382536027 83.0358341 0.6962488499999964
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf274 1.4429001574519111 1.466927667137104 82.490833825 1.5137492625000064
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf275 1.4357483312837644 1.4594749059506673 82.390833125 1.6637503124999995
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf276 1.390223310725315 1.4076508747545915 83.253333025 0.6466669749999966
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf277 1.4034410192263975 1.429436814877783 82.50333375 1.4949993750000061
-1 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf278 1.4070064834537763 1.4300452342871044 82.295832175 1.8062517374999985
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 3
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf279 1.352658913343852 1.3716278975567908 82.244166875 1.8837496874999928
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-25 gpu conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-70 gpu group_conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf280 1.4429001574519111 1.4667397505737847 82.4850002 1.5224996999999973
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-67 gpu conv perf 21
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-70 gpu group_conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf281 1.4357483312837644 1.4595686740204579 82.4258341 1.6112488499999955
-1 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf282 1.4845296499721874 1.5073618318755384 82.71750005 1.1737499250000027
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 25
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf283 1.4357483312837644 1.4596044008082765 82.390834075 1.6637488874999988
-1 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 3
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf284 1.392829605553556 1.4147672551824568 82.824166125 1.0137508124999925
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 7
-38 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-64 gpu group_conv fp16 1
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-67 promise swing_level 4
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-73 gpu conv samp 36
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-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf285 1.3463717371108277 1.3652408832887162 83.240000175 0.6599998249999942
-1 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf286 1.404110344061246 1.430095806528086 82.459167225 1.5612491624999976
-1 gpu conv fp16 1
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-13 promise swing_level 6
-14 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 5
-38 gpu batchnorm fp16 1
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-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf287 1.4357483312837644 1.459418355694697 82.5541669 1.4187496500000023
-1 gpu conv fp16 1
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-13 promise swing_level 6
-14 gpu batchnorm fp16 1
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-19 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-61 promise swing_level 3
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf288 1.541281459027701 1.5668442422184257 82.56500035 1.402499474999992
-1 gpu conv fp16 1
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-13 promise swing_level 4
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf289 1.4666708356360123 1.4881901738982881 83.42500025 0.4749997500000035
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf290 1.352658913343852 1.3715629696818175 83.3333337 0.5666663000000028
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf291 1.4070064834537763 1.43004549741686 82.304166225 1.7937506624999955
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf292 1.3985227570204022 1.4205998113811706 83.49166645 0.40833355000000326
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf293 1.4429001574519111 1.4665102377936223 82.691666975 1.212499537499994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf294 1.5068311490805504 1.5274887385161817 81.845 2.4825000000000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf295 1.4161921028434319 1.4352169149534284 81.90916705 2.3862494250000097
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf296 1.532807123865178 1.5550575790948646 81.721666225 2.6675006624999895
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf297 1.5510761626601546 1.5754025579163096 81.8041672 2.5437492000000077
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf298 1.5897750143134968 1.6106433392354877 81.7791666 2.5812501000000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf299 1.3710455193949689 1.395416187424945 81.86583315 2.4512502749999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf300 1.446024211825095 1.4656045581031962 81.80166725 2.5474991250000087
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf301 1.5897750143134968 1.6107122164336352 81.76500005 2.6024999250000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf302 1.507826508191827 1.5291955294036277 82.183333025 1.975000462500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf303 1.5510761626601546 1.574875731132866 81.7650006 2.60249910000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf304 1.487151330385685 1.510906054191499 82.7725004 1.0912494000000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf305 1.5897750143134968 1.6106984628074483 81.726667575 2.65999863750001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf306 1.5897750143134968 1.6101891138324032 81.7183329 2.6725006500000106
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf307 1.541079064791103 1.563617213864083 81.864166075 2.4537508875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf308 1.5458067918869383 1.5677702907652868 83.1533337 0.5199994499999931
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf309 1.5897750143134968 1.6106424390721352 81.81250045 2.5312493249999974
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf310 1.4343278306906793 1.461845955803858 81.892500625 2.411249062500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf311 1.5897750143134968 1.6102282358896163 81.83166655 2.5025001750000087
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf312 1.6419173548491317 1.6600427194704752 81.8549995 2.467500749999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf313 1.6419173548491317 1.6600717755077758 81.826667225 2.5099991625000087
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf314 1.3591764301299112 1.3778622835080852 81.9374994 2.3437509000000105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf315 1.5327056672807444 1.5548989251341796 82.096666975 2.1049995374999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf316 1.5306154187316054 1.5485525509315774 81.816667425 2.5249988624999915
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf317 1.5897750143134968 1.6106064760065388 81.712499225 2.681251162499997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf318 1.5897750143134968 1.610216604001751 81.748333075 2.6275003874999925
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf319 1.4918930036160354 1.5147845664085682 83.5124993 0.38750069999999825
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf320 1.5897750143134968 1.6105291561478516 81.7700007 2.5949989500000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf321 1.5288904355426496 1.552268990430978 83.0466657 0.6800014499999918
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf322 1.5410278548272138 1.563596456851152 82.42833425 1.607498624999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf323 1.4387520610234243 1.458007054162931 83.6899995 0.21000050000000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf324 1.523849238589159 1.5450941443193646 83.31749875 0.5825012500000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf325 1.5246383719126875 1.5461591136782151 83.172499875 0.4912501875000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf326 1.581114619043853 1.6012684204437275 83.2108336 0.6891663999999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf327 1.47979476037003 1.5027476146429144 83.28500025 0.6149997500000041
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf328 1.581114619043853 1.6008226453663246 83.1758331 0.4862503499999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf329 1.581114619043853 1.6008230534284855 83.21000045 0.6899995500000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf330 1.5246383719126875 1.5460951389152264 83.169166525 0.49625021250000856
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf331 1.5246383719126875 1.546106430905973 83.131667175 0.552499237499994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf332 1.4915115561510885 1.5122624063856749 83.31166615 0.5883338500000065
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf333 1.478493461413217 1.4983178749890516 83.560832775 0.3391672250000056
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf334 1.5246383719126875 1.5458644258296217 83.294165025 0.6058349750000019
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf335 1.5246383719126875 1.5459687885236273 83.186666675 0.46999998750000316
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf336 1.5684118128374414 1.5903064498775905 83.429165825 0.4708341750000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf337 1.501122272504754 1.5246007266287815 83.409999525 0.49000047499999655
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf338 1.4656936592285321 1.4853266465701735 83.72166715 0.1783328499999982
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf339 1.523849238589159 1.5452474527129167 83.3458338 0.5541662000000059
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf340 1.3808614125117018 1.4027873973348404 83.6108329 0.28916709999999457
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf341 1.5914482317941536 1.6141319057087977 82.20916635 1.9362504749999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf342 1.5914482317941536 1.6143535438006371 82.3558336 1.7162496000000047
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf343 1.5526688707263447 1.5787531903134877 82.309166375 1.7862504374999943
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf344 1.5343625152899067 1.5588204155367962 82.7841664 1.0737503999999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf345 1.3996316104195794 1.4226969264206797 82.5666672 1.3999992000000034
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
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-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf346 1.3482540723867593 1.373044772311671 83.289166375 0.6108336250000065
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf347 1.4103362615597255 1.432716104806707 83.229165675 0.6708343249999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf348 1.5473090903638698 1.5720489626465943 82.744166375 1.133750437499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf349 1.6002811569819586 1.6229122492037713 82.32083345 1.7687498250000075
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf350 1.5914482317941536 1.6145795585115348 82.245000875 1.8824986874999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf351 1.5172163448233666 1.5395288541081154 82.307499275 1.7887510875000032
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf352 1.4310658269813312 1.4516952053112093 83.4599995 0.440000500000005
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf353 1.5914482317941536 1.6145034790784119 82.2833328 1.825000800000005
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf354 1.5425999832562913 1.5669068709648672 82.5133333 1.480000050000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf355 1.5526688707263447 1.5786096740649067 82.3416668 1.737499800000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf356 1.5914482317941536 1.6144919395229917 82.336666425 1.7450003624999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf357 1.4310658269813312 1.4516089230724736 82.67416655 1.238750175000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf358 1.6920249350251173 1.7212788150543317 82.019166125 2.221250812500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf359 1.5375227653523829 1.5598165640434525 81.9024998 2.3962502999999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf360 1.5207936604344947 1.5456318536384606 82.398333475 1.6524997874999983
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf361 1.5162443282235367 1.5409569208380753 82.130833025 2.0537504624999983
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf362 1.5207936604344947 1.5455909568981134 82.52416725 1.4637491249999925
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf363 1.6419259571463964 1.6730725164289926 82.055000075 2.167499887500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf364 1.5200085010149984 1.5446956626062787 82.564165975 1.4037510375000082
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf365 1.4945211495786022 1.5204377854528925 81.7099991 2.685001349999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf366 1.5207936604344947 1.5454658638373053 82.480833025 1.5287504625000068
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf367 1.627509172639233 1.6582120853065199 81.9524996 2.321250600000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf368 1.4489402191978948 1.474761677022967 82.1508331 2.0237503500000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf369 1.6367480889256283 1.667742221144586 82.078333275 2.1325000874999915
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf370 1.3215838635061856 1.3429726065687633 82.670833925 1.243749112500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf371 1.6647451191131075 1.6940608204363914 82.025000375 2.212499437499993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf372 1.5763205572026662 1.6085651719835345 83.112500825 0.5812487625000031
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf373 1.6367480889256283 1.6682228572509867 82.0716662 2.1425007000000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf374 1.54576568299848 1.5684585596750702 82.541666875 1.4374996874999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf375 1.5765958741666326 1.6099258059072694 82.6366661 1.295000850000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf376 1.6647451191131075 1.6940277359754135 81.839166625 2.4912500624999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf377 1.6367480889256283 1.6676921756277314 81.947499425 2.3287508624999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf378 1.6367480889256283 1.6679352796372777 81.885832675 2.4212509874999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf379 1.4996683544678104 1.5250799896412754 82.595833525 1.356249712499995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf380 1.5044174315211034 1.5300356313111934 82.13083365 2.0537495250000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf381 1.6367480889256283 1.6682547814337418 82.03000015 2.2049997749999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf382 1.6920249350251173 1.7219974430777947 81.706667125 2.6899993125000066
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf383 1.5761480918103021 1.6068216805933644 81.815833525 2.5262497124999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf384 1.6647451191131075 1.6939599095564593 81.811666275 2.53250058750001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf385 1.4646518238781006 1.4859236182111122 81.661666975 2.7574995374999958
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf386 1.5207936604344947 1.5454660682213308 82.50666635 1.490000474999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf387 1.635838670293222 1.6673580940154809 82.062499925 2.156250112500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf388 1.6367480889256283 1.6682557471461614 82.0766671 2.134999350000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf389 1.7219622437810345 1.7495120106703272 81.7983341 2.552498849999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf390 1.4676063237742476 1.4921771303008367 82.49083305 1.5137504249999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf391 1.6704966182915357 1.6995119614511258 82.3866668 1.6699997999999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf392 1.498983835123663 1.5250390691769153 82.1033331 2.0950003499999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf393 1.4996683544678104 1.5249185834935224 82.740000525 1.1399992125000011
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf394 1.4885841625625895 1.5124247566135578 82.43166675 1.6024998749999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf395 1.6551883538963421 1.6842465799949624 81.79083275 2.5637508749999895
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf396 1.6647451191131075 1.6934000345806 81.874166875 2.4387496874999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf397 1.6647451191131075 1.693777136543338 81.838333975 2.4924990375000036
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf398 1.6647451191131075 1.6942598510523237 81.764166375 2.603750437499997
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf399 1.4915115561510885 1.5124745054310929 83.324998925 0.5750010749999973
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf400 1.4098910344615687 1.4289771021802726 83.4074999 0.4925000999999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf401 1.4387520610234243 1.4586465175308947 83.512500375 0.3874996249999981
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf402 1.48893993120064 1.5072888930270723 83.342499875 0.5575001249999986
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf403 1.4208041351489926 1.4400409037715463 83.285000675 0.6149993249999938
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf404 1.5003572886029013 1.5237500869826983 83.485832825 0.4141671749999972
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-25 promise swing_level 7
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-31 promise swing_level 7
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-37 promise swing_level 6
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-55 promise swing_level 7
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-61 promise swing_level 5
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-79 gpu conv perf 21
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-84 gpu softmax fp32 1
------
-+++++
-conf405 1.4387520610234243 1.4585246188083894 83.579999725 0.3200002750000067
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-25 promise swing_level 7
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-31 gpu conv fp16 1
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-37 promise swing_level 4
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf406 1.5246383719126875 1.5461552306602329 83.229167325 0.6708326749999941
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf407 1.48893993120064 1.5071310963218996 83.537499625 0.36250037500000476
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 7
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 4
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf408 1.523849238589159 1.5451821140820818 83.366667525 0.5333324750000031
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
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-52 gpu group_conv fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 6
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf409 1.47216601243009 1.4951643784145618 83.46833325 0.43166674999999943
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf410 1.48893993120064 1.50717196910429 83.396666425 0.5033335749999935
-1 gpu conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-31 gpu conv fp16 1
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-37 promise swing_level 4
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-61 promise swing_level 5
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-67 promise swing_level 7
-68 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf411 1.4208041351489926 1.4400162743551925 83.42249985 0.4775001500000059
-1 gpu conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-31 gpu conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-61 promise swing_level 5
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-67 gpu conv perf 25
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf412 1.5246383719126875 1.5465217441871246 83.18083305 0.4787504249999941
-1 gpu conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
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-61 promise swing_level 5
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf413 1.5246383719126875 1.5466739541158798 83.05333355 0.6699996749999926
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 promise swing_level 4
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf414 1.4387520610234243 1.4584240673431794 83.51083305 0.3891669499999978
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf415 1.4387520610234243 1.4585497033748718 83.50249925 0.3975007500000004
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf416 1.523849238589159 1.54530939511293 83.28333315 0.6166668499999958
-1 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf417 1.47216601243009 1.4953920100410516 83.376665675 0.5233343250000019
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf418 1.5010380624602175 1.5249202986689543 83.323333775 0.5766662250000053
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 24
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-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf419 1.5246383719126875 1.5463986545294368 83.13416695 0.5487495750000093
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf420 1.3980457791521383 1.4192213320551683 83.319999875 0.5800001250000065
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-55 gpu conv perf 21
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-60 gpu relu fp16 1
-61 promise swing_level 5
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf421 1.523849238589159 1.5452474527129167 83.281667075 0.6183329249999986
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
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-67 gpu conv fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf422 1.4387520610234243 1.4586355030477995 83.4341669 0.4658331000000061
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 5
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf423 1.5246383719126875 1.54665446563797 83.2149995 0.6850004999999953
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf424 1.4387520610234243 1.4586722752116017 83.3700008 0.5299992000000003
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf425 1.523849238589159 1.5453849666739994 83.23500055 0.6649994500000048
-1 gpu conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
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-55 promise swing_level 7
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-61 promise swing_level 5
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf426 1.523849238589159 1.5452727702019122 83.30499955 0.5950004499999949
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-25 promise swing_level 7
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
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-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-61 promise swing_level 4
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf427 1.4387520610234243 1.4586471300887058 83.410000125 0.48999987500000375
-1 gpu conv fp16 1
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-25 promise swing_level 4
-26 gpu batchnorm fp16 1
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-37 promise swing_level 4
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-55 promise swing_level 6
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-61 promise swing_level 5
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-74 gpu batchnorm fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf428 1.3919341940963645 1.413100776484895 83.6833336 0.2166664000000026
-1 gpu conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-31 gpu conv fp16 1
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-37 promise swing_level 4
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-61 promise swing_level 5
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-74 gpu batchnorm fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
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-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf429 1.4714302493324323 1.4944440701073902 83.452499925 0.4475000750000021
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------
-+++++
-conf430 1.523849238589159 1.5450941443193646 83.296666925 0.6033330750000033
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------
-+++++
-conf431 1.523849238589159 1.5457511150690193 83.1441661 0.5337508499999899
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-25 promise swing_level 4
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-31 promise swing_level 7
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-84 gpu softmax fp32 1
------
-+++++
-conf432 1.4387520610234243 1.4586724009416001 83.43333345 0.4666665499999937
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-79 promise swing_level 4
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-83 promise swing_level 3
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------
-+++++
-conf433 1.3901265971984784 1.407748369714076 83.4500002 0.44999979999999484
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------
-+++++
-conf434 1.3919341940963645 1.4130130017140334 83.6958339 0.20416610000000335
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-83 promise swing_level 3
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------
-+++++
-conf435 1.4387520610234243 1.4586495354544364 83.466666825 0.4333331749999957
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-83 promise swing_level 4
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------
-+++++
-conf436 1.4380493103477234 1.457512872290529 83.6624992 0.23750080000000084
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-79 promise swing_level 4
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-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf437 1.523849238589159 1.545372306058256 83.298332625 0.6016673749999996
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf438 1.4387520610234243 1.4585498854164443 83.469165875 0.4308341249999984
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf439 1.523849238589159 1.544970298921658 83.32166695 0.5783330500000062
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf440 1.4461422305596667 1.466024381812773 83.718333025 0.18166697499999318
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf441 1.4797475423064526 1.5032331308844409 83.7041672 0.19583279999999947
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf442 1.3535260669283555 1.373570867376126 83.07916665 0.6312500249999928
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf443 1.5013005273517968 1.519775412175119 82.57083345 1.3937498250000075
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf444 1.5473090903638698 1.5719779047982838 82.7016671 1.1974993500000082
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf445 1.3665792347173686 1.3853700844975436 82.9391669 0.8412496499999946
-1 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf446 1.4502901921876727 1.4699459594007755 83.29499975 0.6050002499999977
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf447 1.4310658269813312 1.451548335900956 82.6366663 1.2950005499999975
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf448 1.4388556590517139 1.4588704616708041 82.355000175 1.717499737499999
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf449 1.4135434897203443 1.4346460774305754 82.8266675 1.0099987500000012
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf450 1.4502901921876727 1.4702545190951204 82.665833675 1.2512494874999973
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf451 1.4619584793529037 1.481549720416391 82.85666655 0.9650001750000001
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf452 1.4502901921876727 1.4702919980786155 83.220833025 0.6791669749999955
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf453 1.4502901921876727 1.4702919980786155 82.35666615 1.7150007750000071
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf454 1.4502901921876727 1.4701976023244985 83.389999125 0.5100008749999972
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf455 1.466742355662872 1.4880813482864907 82.65583325 1.2662501249999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf456 1.450530334318176 1.4704846914631144 82.4508332 1.573750199999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf457 1.4807096416206122 1.5001794634110244 83.430000575 0.469999425000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf458 1.5013005273517968 1.5196992380619418 82.4875004 1.5187493999999973
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf459 1.4495761276372696 1.4695947004168306 82.382499875 1.6762501875000098
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf460 1.4819017251870719 1.5015654775028862 82.7250005 1.1624992500000104
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
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-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf461 1.4502901921876727 1.470153201379581 83.33333365 0.5666663499999999
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf462 1.4502901921876727 1.4700607020231433 82.384999075 1.6725013875000059
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf463 1.4502901921876727 1.4700410778255766 83.3025002 0.5974998000000028
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf464 1.4310658269813312 1.4516089230724736 82.56083355 1.4087496750000028
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf465 1.4135434897203443 1.4346351662619645 82.84083325 0.9887501249999957
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf466 1.4135434897203443 1.4346704018624779 82.830000125 1.004999812500003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf467 1.5013005273517968 1.5199009707324174 83.284166175 0.6158338250000043
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf468 1.4502901921876727 1.469916645204023 83.33583325 0.5641667500000068
-1 gpu conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf469 1.4303705630338661 1.4508686994680484 82.6516662 1.272500700000009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf470 1.5013005273517968 1.5199009707324174 82.400000275 1.6499995875000053
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf471 1.4026077287690861 1.4226756618643293 83.890000725 0.009999275000006969
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf472 1.4503954585567262 1.4704626373265233 83.015833475 0.7262497875000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf473 1.4135434897203443 1.4349584485188247 82.7941671 1.0587493500000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf474 1.5698079805856715 1.5935341714205564 82.634166775 1.2987498375000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf475 1.4320910708988916 1.4530377676326944 82.906666375 0.8900004374999995
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf476 1.4310658269813312 1.4514923982265748 82.644166625 1.2837500625000047
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf477 1.4135434897203443 1.4346349901410431 82.7950001 1.0574998500000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf478 1.5013005273517968 1.5199001691408045 83.456667675 0.4433323249999944
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf479 1.5013005273517968 1.5201027569680619 82.530832425 1.4537513625000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf480 1.5734478234531974 1.6004011875656559 82.714165825 1.1787512625000076
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf481 1.4310658269813312 1.4516089230724736 83.55666655 0.34333344999999726
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf482 1.4381709643117266 1.458790785447073 82.685000625 1.222499062499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf483 1.6132853930292876 1.6371788388605282 82.47083265 1.5437510249999917
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf484 1.4502901921876727 1.4699362660795012 82.503333875 1.4949991875000066
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf485 1.5013005273517968 1.5198273954667623 82.503333175 1.4950002375000082
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf486 1.48893993120064 1.50766441182008 82.624166675 1.3137499875000032
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf487 1.450530334318176 1.4704846914631144 82.385832425 1.6712513624999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf488 1.6022721000751587 1.6327282249179622 82.915833575 0.8762496375000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf489 1.4860124021203571 1.510631354858656 82.100833175 2.098750237499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf490 1.636647975287618 1.6684275847613015 81.88666685 2.419999725000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf491 1.6647451191131075 1.694134507769575 82.027500225 2.2087496625000043
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf492 1.6646736028252715 1.6940667186179301 81.93333315 2.3500002750000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf493 1.4562696518660343 1.4802526437121972 82.68499995 1.2225000749999921
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf494 1.5857150611626776 1.61633514979638 81.898333475 2.4024997874999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf495 1.496856201194459 1.5179471637521418 81.938332325 2.342501512499993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf496 1.599987942484498 1.625971724690751 81.960833525 2.3087497125000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf497 1.54576568299848 1.5681213160380736 82.727500175 1.1587497374999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf498 1.5991700517818404 1.6295058280874597 82.05666695 2.16499957500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf499 1.6647451191131075 1.6942598510523237 81.7933327 2.56000095000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf500 1.626226643684629 1.6544711878283196 81.934167525 2.34874871249999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf501 1.6647451191131075 1.694210711011923 81.819999625 2.520000562500009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf502 1.6647451191131075 1.694290286806591 81.776667425 2.584998862500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf503 1.6648372617670724 1.6941596943357276 81.994167525 2.258748712500008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf504 1.4974717224062708 1.5228258824953915 82.8816661 0.9275008499999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf505 1.5857553992760651 1.6167456433856742 82.05750025 2.163749624999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf506 1.6647451191131075 1.693959739994031 81.877500125 2.433749812500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf507 1.626226643684629 1.6544421658490809 81.9374992 2.3437511999999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf508 1.611519153041484 1.642113941013131 82.24583295 1.88125057500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf509 1.5752143158610643 1.6042176930568 82.08083205 2.128751925000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf510 1.6261842203261114 1.6540562758613084 82.066666825 2.149999762500002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf511 1.6647451191131075 1.6942107109269042 81.924167325 2.3637490125000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf512 1.6367480889256283 1.668333046922117 81.9683331 2.297500350000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf513 1.583544425688613 1.6149012213055967 82.824166075 1.0137508875000094
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf514 1.6647451191131075 1.6941589163752 82.0116664 2.2325004000000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf515 1.6647451191131075 1.6943818467250384 81.9191666 2.3712501000000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf516 1.6022721000751587 1.632640081494248 83.041665875 0.6875011874999899
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf517 1.4003605781443969 1.421340799443981 83.335834275 0.5641657250000037
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf518 1.501122272504754 1.5246459053479087 83.4974991 0.40250090000000116
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf519 1.5246383719126875 1.5464591768973108 83.130833075 0.5537503875000027
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf520 1.478493461413217 1.498566143034959 83.53666685 0.3633331499999969
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf521 1.5374081818892913 1.559296098630522 83.10166715 0.5974992750000041
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf522 1.5134995970663656 1.537546564422084 83.177500325 0.48374951250000464
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf523 1.5693398250602613 1.5913512386506727 83.314166525 0.5858334749999955
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf524 1.5002731643623135 1.5236810436038914 83.525832375 0.3741676250000069
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf525 1.469252784521113 1.4945511605588682 83.574999275 0.3250007250000039
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf526 1.492267544062481 1.51331740438958 83.107499125 0.5887513124999941
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf527 1.523849238589159 1.5452474527129167 83.346667275 0.5533327249999985
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf528 1.5134995970663656 1.5374093529757573 83.1041657 0.5937514500000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf529 1.5246383719126875 1.546293213963814 83.299999275 0.6000007249999953
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf530 1.5262730748037139 1.5502758911559678 82.9900001 0.7649998499999953
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf531 1.5134995970663656 1.537484640424859 83.133332425 0.5500013624999909
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf532 1.47979476037003 1.5027788618701858 83.412499775 0.48750022499999945
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf533 1.5246383719126875 1.5463547479863924 83.324167425 0.5758325750000012
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf534 1.501122272504754 1.5249288257007014 83.34083295 0.5591670499999936
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf535 1.4387520610234243 1.4586415479541 83.42249985 0.4775001500000059
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf536 1.4714302493324323 1.4943154721614273 83.481667075 0.41833292499999575
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 5
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf537 1.4380493103477234 1.4579557186510128 83.486665925 0.4133340750000031
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
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-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 5
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf538 1.523849238589159 1.5456883027093964 83.144166975 0.5337495374999932
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf539 1.5246383719126875 1.5464336177195537 83.20333445 0.6966655500000002
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf540 1.3828082919084033 1.4055491013839188 82.60750005 1.338749925000002
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf541 1.4502901921876727 1.4701718539273594 83.4591669 0.4408331000000004
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 4
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf542 1.4785024822113713 1.4990631767024838 82.264166475 1.8537502875000058
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf543 1.3847387997701681 1.40664322820555 82.75916615 1.111250775000002
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf544 1.4502901921876727 1.4700353922048885 82.59166585 1.3625012250000026
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf545 1.5013005273517968 1.519717403628178 82.5483341 1.427498849999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf546 1.5013005273517968 1.519799290778637 82.402500725 1.6462489125000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf547 1.4502901921876727 1.4701968471807034 82.256666125 1.865000812500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf548 1.5013005273517968 1.5193062839285532 82.52583375 1.4612493749999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf549 1.5013005273517968 1.519759749633525 82.56250095 1.4062485749999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf550 1.4502901921876727 1.470072388188464 82.589166625 1.3662500624999936
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf551 1.4503954585567262 1.4704368796452145 83.020833375 0.7187499375000073
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf552 1.4459674578722796 1.4659826371056732 82.628332675 1.3075009875000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf553 1.5013005273517968 1.5198339069527382 82.5425003 1.4362495499999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf554 1.4310658269813312 1.4517929823112035 82.64000035 1.289999475000009
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf555 1.4484329418817892 1.464667559663404 82.5966667 1.3549999499999998
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf556 1.5013005273517968 1.5197870459138028 82.516667575 1.4749986375000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf557 1.5013005273517968 1.5197131459330844 83.482500475 0.4174995250000052
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf558 1.4503954585567262 1.470304904907902 82.7925002 1.0612496999999905
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf559 1.4310658269813312 1.451608463021401 82.583333825 1.3749992625000047
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf560 1.4027308097848883 1.4238791227756113 82.804166725 1.0437499124999974
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf561 1.4502901921876727 1.4703486389291238 82.49000105 1.5149984249999946
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf562 1.4502901921876727 1.4703371779352052 82.583332925 1.3750006125000098
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf563 1.4502901921876727 1.4700346423483739 82.640000425 1.289999362500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf564 1.4310658269813312 1.4516089230724736 82.568332375 1.3975014375000043
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf565 1.4502901921876727 1.4700468484945488 82.60916635 1.336250475000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf566 1.5914482317941536 1.6145971359884368 82.272499425 1.8412508624999901
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf567 1.5013005273517968 1.5198461525727025 82.56500135 1.4024979749999957
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf568 1.5013005273517968 1.5198339069527382 82.522498825 1.4662517625000007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf569 1.5013005273517968 1.5197130094601226 82.5683344 1.3974984000000035
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf570 1.4310658269813312 1.4514987601825726 82.6708328 1.2437508000000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf571 1.5013005273517968 1.5196806734471089 82.5908331 1.3637503500000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf572 1.345913601330427 1.3656762946695467 83.1341669 0.5487496500000049
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf573 1.5013005273517968 1.519906894325637 82.574167475 1.3887487875000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf574 1.4381709643117266 1.4590378794649022 82.648334175 1.2774987374999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf575 1.4103280533902245 1.4328012703033892 83.51166655 0.38833344999999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf576 1.4502901921876727 1.4701598449326474 82.532500075 1.4512498874999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf577 1.5013005273517968 1.5195844195210906 82.647500475 1.2787492874999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf578 1.4382041449919412 1.4590547151162294 82.63249865 1.3012520249999966
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf579 1.4502901921876727 1.4702406999448563 82.325000375 1.7624994374999972
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf580 1.4310658269813312 1.4517929823112035 82.567500125 1.3987498125000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf581 1.38486174026055 1.4066404575132108 82.644166375 1.2837504375000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf582 1.431299644371337 1.4519310280113698 82.609166725 1.3362499125000085
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf583 1.5013005273517968 1.5197719940585115 82.51000045 1.4849993249999898
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf584 1.636647975287618 1.668446448826527 81.866666425 2.450000362499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf585 1.636647975287618 1.6684275846788506 81.75666715 2.6149992750000024
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf586 1.636647975287618 1.6684457251391969 81.991667725 2.262498412500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf587 1.6647451191131075 1.694210711011923 81.9858334 2.2712498999999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf588 1.50340686295224 1.5258820324497755 81.93916565 2.34125152499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf589 1.636647975287618 1.6685491528315892 82.027500175 2.2087497375
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf590 1.541835652907247 1.5730047230104343 82.398333225 1.6525001624999973
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf591 1.636647975287618 1.6684775098443083 81.875832675 2.436250987500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf592 1.6647451191131075 1.6942294163064948 81.75916635 2.6112504749999985
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf593 1.5283184907105258 1.5616980599546402 82.285832875 1.8212506875000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf594 1.54576568299848 1.568400270272721 82.5116665 1.482500249999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf595 1.4658667389072542 1.4862399997593159 82.088333675 2.117499487499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf596 1.5740171432653642 1.6023620787343904 82.13083405 2.0537489249999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf597 1.636647975287618 1.668371821969031 82.07333335 2.139999975000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf598 1.5850304344488528 1.617822878188088 82.145833575 2.0312496375000038
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf599 1.6220565789659436 1.6536892242070227 82.177500425 1.9837493624999922
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf600 1.6919179452735764 1.72218536655826 81.8175009 2.5237486500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf601 1.6647451191131075 1.694017226407129 81.9325008 2.3512488000000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf602 1.521511972888185 1.5463964247015873 82.616667025 1.3249994625000028
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf603 1.599987942484498 1.6255517390911316 82.3408333 1.7387500500000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf604 1.6394645258544789 1.669912202875543 81.79666635 2.555000475000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf605 1.5470528671679888 1.5729251480492898 81.7549991 2.6175013499999906
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf606 1.6165950381705938 1.6471280302186404 82.50916645 1.4862503250000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf607 1.635838670293222 1.6666024981930943 82.037499825 2.1937502625000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf608 1.6647451191131075 1.6942598510523237 81.806666375 2.540000437499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf609 1.6647451191131075 1.6942259278271234 81.9508336 2.3237496000000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf610 1.6647451191131075 1.6942986505152868 82.070833225 2.143750162499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf611 1.636647975287618 1.6684833512812696 81.9508329 2.323750650000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf612 1.599987942484498 1.6261399999813928 81.999166275 2.25125058750001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf613 1.636647975287618 1.668493546415449 81.999167275 2.2512490874999926
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf614 1.5506740284540652 1.5778588230433528 81.8325003 2.50124954999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf615 1.636647975287618 1.6684775098443083 82.005833575 2.2412496375000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf616 1.6647451191131075 1.693806166835576 81.8916666 2.4125001000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf617 1.6647451191131075 1.6944427281789052 81.81916665 2.5212500250000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf618 1.5413720206921975 1.575180539939117 82.4383338 1.5924993000000072
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf619 1.5900867785914705 1.623009468069314 82.5850009 1.3724986500000043
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf620 1.626226643684629 1.6541269829715097 82.0274992 2.208751200000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf621 1.636647975287618 1.6682253095660124 81.926666575 2.360000137500002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf622 1.6647451191131075 1.694290286806591 81.939999775 2.340000337499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf623 1.3970807313739548 1.4250803032235708 82.35833275 1.7125008749999964
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf624 1.521511972888185 1.5463173559233359 82.752499075 1.1212513874999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf625 1.636647975287618 1.668670738619005 81.904999375 2.392500937499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf626 1.469902919811137 1.4875880165542599 83.51249885 0.38750114999999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf627 1.457032421775172 1.4768482336869382 83.54249975 0.3575002499999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf628 1.48893993120064 1.5071101611920017 83.388333375 0.511666624999998
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf629 1.5013005273517968 1.5195727696653785 83.385832775 0.5141672250000028
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf630 1.4577538530220349 1.4776278660719233 83.6216665 0.27833349999999657
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf631 1.3987099664978724 1.4199760868563558 83.9708332 0.22916679999999873
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf632 1.4502901921876727 1.4699079703997158 83.47666625 0.42333375000000617
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf633 1.48893993120064 1.507519648361781 83.379166975 0.5208330249999961
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf634 1.478493461413217 1.4988030394331606 83.465000775 0.4349992250000071
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf635 1.555838508647216 1.5778968479337634 83.380834025 0.5191659750000014
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf636 1.4580518860731146 1.4755571728222043 83.38166735 0.5183326499999993
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-31 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf637 1.4387520610234243 1.4585408740665884 83.629166025 0.2708339749999965
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf638 1.4580518860731146 1.4754826295280785 83.504999725 0.39500027499999535
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf639 1.5013005273517968 1.5195735763832845 83.510833025 0.3891669750000034
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf640 1.5013005273517968 1.519541442725507 83.473332775 0.4266672249999971
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf641 1.4580518860731146 1.4757318114100528 83.450833775 0.44916622499999337
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf642 1.5460448775671511 1.5679635593158339 83.1749996 0.48750059999998996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf643 1.3932240386891508 1.4161776826494143 83.3374999 0.5625001000000026
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf644 1.4025700307704936 1.4235921424490656 83.6800005 0.21999949999999446
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf645 1.48893993120064 1.5069705134980633 83.398332625 0.5016673750000052
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf646 1.5013005273517968 1.5196744193102747 83.339167475 0.5608325250000036
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf647 1.5013005273517968 1.5192485326926477 83.446665375 0.4533346250000051
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf648 1.5013005273517968 1.5194147860796174 83.439166475 0.46083352500000674
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf649 1.4387520610234243 1.4587266955123157 83.620000625 0.27999937499999705
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf650 1.48893993120064 1.5070817314241498 83.4466666 0.45333339999999966
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf651 1.523849238589159 1.5452474527129167 83.3058326 0.5941673999999978
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf652 1.5013005273517968 1.5195141552667961 83.5466665 0.3533334999999994
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 7
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf653 1.5013005273517968 1.519578854849619 83.4683321 0.4316679000000022
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf654 1.48893993120064 1.507131329848984 83.395832825 0.5041671750000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf655 1.5013005273517968 1.5193539250224726 83.350832525 0.5491674749999987
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf656 1.5013005273517968 1.5195019149961266 83.555833725 0.34416627500000063
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf657 1.4388556590517139 1.4585486765327091 83.901667075 0.29833292499999403
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf658 1.48893993120064 1.5071490469007702 83.4666676 0.43333240000000617
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf659 1.4502901921876727 1.4701736189651624 83.377498975 0.5225010250000054
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf660 1.48893993120064 1.5071945530224649 83.366666 0.533334000000005
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf661 1.4503954585567262 1.4702761301817662 83.6191658 0.28083419999999537
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf662 1.4387520610234243 1.4586538429871778 83.6241671 0.27583290000000604
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf663 1.48893993120064 1.5071206757455877 83.313333525 0.5866664749999956
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf664 1.48893993120064 1.5072482474661535 83.399999225 0.5000007749999981
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf665 1.4461422305596667 1.4659322119030151 83.599166675 0.3008333249999936
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf666 1.4502901921876727 1.4700792384103083 83.4550007 0.44499930000000065
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf667 1.48893993120064 1.5069046095291594 83.460833125 0.4391668750000065
-1 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf668 1.5013005273517968 1.5195130097419849 83.2749996 0.625000399999999
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf669 1.4387520610234243 1.4586086350441043 83.625000425 0.27499957500000394
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
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-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 4
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf670 1.4380493103477234 1.4578554128717665 83.6249996 0.2750004000000047
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 6
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-52 gpu group_conv fp16 1
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-55 promise swing_level 6
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
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-67 gpu conv fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf671 1.4580518860731146 1.4756373696983225 83.505833375 0.39416662500000543
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf672 1.48893993120064 1.5071206155985737 83.393333 0.5066670000000016
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf673 1.5005353618052726 1.5185859303521752 83.399999475 0.5000005249999987
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf674 1.5013005273517968 1.5193303693210614 83.35083335 0.549166649999998
-1 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf675 1.4460971356486203 1.4659295780744566 83.899166975 0.0008330250000000428
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
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-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf676 1.478493461413217 1.4986874282889207 83.522500025 0.37749997500000065
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf677 1.4502901921876727 1.4699953269994792 83.388333425 0.511666575000001
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf678 1.3476634577832063 1.368157177154443 82.7808333 1.0787500500000036
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf679 1.6132853930292876 1.6373966301494616 82.42083265 1.6187510250000088
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf680 1.4503954585567262 1.470117439065473 82.8216667 1.0174999500000084
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf681 1.5013005273517968 1.5197271326604587 83.4066669 0.4933330999999953
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf682 1.4381709643117266 1.4589153025407355 82.699167225 1.2012491625000052
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf683 1.4811562008938988 1.5008796418342532 82.725833325 1.1612500125000054
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 35
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf684 1.4310658269813312 1.4516156724565505 82.70083335 1.1987499750000055
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf685 1.450530334318176 1.4703334337162635 82.483333625 1.5249995624999997
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
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-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf686 1.4158243628253582 1.4372552029271197 82.911667225 0.8824991624999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 21
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf687 1.5013005273517968 1.5195668574991308 82.63666585 1.295001225
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf688 1.4575879936016505 1.4775973748305051 82.55749965 1.4137505250000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf689 1.5013005273517968 1.5196993343095468 82.526666675 1.459999987499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf690 1.4381709643117266 1.4590378794649022 82.684999375 1.2225009374999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf691 1.5869787944321405 1.6133236592590727 82.450834125 1.5737488124999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf692 1.5013005273517968 1.5196998385322746 82.559167175 1.4112492375000016
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf693 1.6132853930292876 1.6375598536635034 82.44000035 1.589999474999992
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf694 1.4575879936016505 1.4774814527190658 82.6208338 1.3187493000000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf695 1.4577538530220349 1.477905256143617 82.8208328 1.0187507999999923
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf696 1.4095566989930481 1.4307459403613432 82.767499375 1.0987509375000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf697 1.4575879936016505 1.4774635202677284 82.67916755 1.2312486749999962
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf698 1.466742355662872 1.4881859691438957 82.488333725 1.517499412499994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf699 1.615389508604881 1.637520317707762 82.7166668 1.174999800000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf700 1.4269315423275342 1.4515676830334738 82.681665775 1.2275013375000015
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
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-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf701 1.4103280533902245 1.432621994832488 82.6866664 1.2200004000000106
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-15 gpu relu fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf702 1.5013005273517968 1.5197271326604587 82.468333725 1.5474994125000094
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf703 1.4502901921876727 1.4700464036302647 82.655833575 1.266249637499996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf704 1.4575879936016505 1.4774813237256768 82.65166675 1.272499874999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf705 1.4575879936016505 1.477533050911254 82.621666375 1.3175004374999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf706 1.4310658269813312 1.4516089230724736 82.58416615 1.3737507749999978
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf707 1.4028569659247248 1.4238230777016776 82.354167125 1.7187493124999946
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf708 1.4276871324581195 1.4502150821708057 82.29333365 1.8099995250000092
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf709 1.5013005273517968 1.519687595269934 82.654166575 1.2687501374999925
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf710 1.505930126670886 1.528507823516278 82.7824993 1.0762510500000033
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf711 1.450530334318176 1.4702962396071428 82.5541664 1.4187504000000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf712 1.409684085963653 1.4307910122312733 82.573332825 1.3900007625000086
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf713 1.4575879936016505 1.477423498483916 82.65666695 1.2649995749999974
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf714 1.469902919811137 1.4876506120957935 82.533333575 1.4499996374999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf715 1.466742355662872 1.4880683797292982 82.46333325 1.5550001249999923
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf716 1.4575879936016505 1.4774492951379714 82.645832475 1.281251287499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf717 1.5013005273517968 1.5196658169378852 82.521666475 1.4675002874999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf718 1.4575879936016505 1.4775334637837452 82.66583245 1.2512513250000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf719 1.4310658269813312 1.4517208206975216 82.614999375 1.3275009375000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf720 1.4381709643117266 1.458855448674113 82.649167625 1.276248562499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf721 1.6132853930292876 1.6376769649035605 82.313334075 1.7799988874999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf722 1.4310658269813312 1.4516081918966073 82.5941672 1.3587491999999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf723 1.450530334318176 1.4703212228104747 82.50916655 1.486250174999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf724 1.4279741088220266 1.4472199384656472 82.6516676 1.2724986000000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf725 1.5013005273517968 1.519702449468718 82.5358331 1.4462503499999926
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf726 1.4502901921876727 1.4699150494173547 82.500833175 1.4987502375000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf727 1.4381709643117266 1.4588519787347753 82.6966673 1.2049990499999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf728 1.4807096416206122 1.4996321876879748 82.639999975 1.2900000375000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf729 1.5013005273517968 1.5197263312521987 82.469166625 1.5462500625000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf730 1.4575879936016505 1.477423311700632 82.663332725 1.2550009124999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf731 1.5013005273517968 1.5197269350275622 82.46166725 1.5574991249999925
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf732 1.5013005273517968 1.5195254461304712 82.4725002 1.5412497000000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf733 1.5375227653523829 1.5598560197648785 82.728333075 1.1575003875000078
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf734 1.663804331618732 1.693249694650164 81.790833625 2.563749562499993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf735 1.6919184444167392 1.7218623913014917 81.87749975 2.4337503750000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf736 1.7219622437810345 1.749511829804205 81.823333 2.515000499999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf737 1.4242484091939254 1.4467296979972886 82.189167275 1.966249087499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf738 1.5544664693137598 1.5802927818507726 81.882500525 2.4262492125000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf739 1.6552071439029015 1.683979129900878 82.72749975 1.1587503749999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf740 1.6000069880428538 1.6256172140767902 82.407500075 1.6387498874999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf741 1.517007436236472 1.541162330417102 82.55999965 1.410000525000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf742 1.7219622437810345 1.7494330656636254 81.905000525 2.3924992124999918
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf743 1.6704966182915357 1.699207401028756 82.4066666 1.6400001000000088
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf744 1.6646736028252715 1.6940035955785995 81.8124998 2.5312503000000035
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf745 1.7219622437810345 1.7495577169648622 81.8375002 2.4937497000000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf746 1.6552071439029015 1.6841029749085639 81.8708332 2.4437501999999895
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf747 1.7219622437810345 1.7493307214414784 81.907500475 2.3887492874999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf748 1.6649767838695624 1.6942916792926759 81.868333475 2.4474997875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf749 1.4165133714117861 1.4404248068908294 81.98249965 2.276250525000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf750 1.6695493207963052 1.6985803659910883 82.3433332 1.7350001999999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf751 1.6701019299456576 1.6993768008423695 82.050833225 2.173750162499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf752 1.4575514429153924 1.477981282312941 82.43083295 1.6037505750000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf753 1.7219622437810345 1.749430570755551 81.810832725 2.533750912500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf754 1.6114251203649228 1.6421158458499168 81.82083325 2.5187501249999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf755 1.6807832617768474 1.7070862841650811 81.771667375 2.5924989374999896
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf756 1.6646736028252715 1.6940044217604462 81.88916665 2.4162500249999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf757 1.7209556949483915 1.7483433568827749 81.839166675 2.491249987499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf758 1.581114619043853 1.6007402359507048 83.18249955 0.47625067499999574
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf759 1.5041813618603066 1.5273420232494668 83.109166025 0.5862509625000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf760 1.5247547081814896 1.5462107661586808 83.58333355 0.31666644999999394
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf761 1.47360891415126 1.4988004789227884 83.072499225 0.6412511624999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf762 1.4380493103477234 1.4572907677141709 83.69083365 0.20916634999999817
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf763 1.4812053512966004 1.5067169362077046 83.0383339 0.6924991500000033
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf764 1.484068538635635 1.5071403801389243 83.382500875 0.5174991249999948
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf765 1.4790041833735752 1.5021452778123565 83.7450001 0.1549999000000014
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf766 1.4702523479154772 1.4893627874120112 83.59416695 0.3058330499999983
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf767 1.5041813618603066 1.5277499196017639 83.034165925 0.6987511125000054
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf768 1.4790513540078292 1.5021138856363012 83.441667 0.45833300000000465
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf769 1.5247547081814896 1.5462668934437598 83.4108334 0.4891665999999987
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf770 1.5041813618603066 1.5273735193220965 83.114167025 0.5787494624999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf771 1.5040282593588723 1.524793822509156 83.8049997 0.09500030000000381
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf772 1.4702523479154772 1.4894593748857474 83.446667125 0.4533328749999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf773 1.5041813618603066 1.5274020581778658 83.210832725 0.689167274999997
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf774 1.4616982883292926 1.4868412915697176 83.3616669 0.538333099999997
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf775 1.4616982883292926 1.4868178525295992 83.41416585 0.48583414999999663
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf776 1.5247547081814896 1.5464204346638368 83.400833525 0.4991664750000041
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf777 1.523849238589159 1.5452474527129167 83.294167725 0.6058322750000059
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf778 1.5247547081814896 1.5464819788124111 83.4608333 0.4391666999999956
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf779 1.5802659564246484 1.6002938468890797 83.224165925 0.6758340750000059
-1 gpu conv fp16 1
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-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf780 1.5802659564246484 1.599914310768146 83.166666625 0.5000000624999927
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf781 1.450229086385457 1.4751507968058482 83.52416585 0.3758341499999972
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf782 1.5247547081814896 1.546316010985028 83.4866665 0.4133335000000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf783 1.4115364681681666 1.4340570176206358 83.39499915 0.5050008499999962
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf784 1.4548755583408188 1.4809225300519593 83.454166025 0.44583397499999367
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv samp 34
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-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf785 1.5247547081814896 1.5464537152056497 83.439999375 0.4600006250000007
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf786 1.5041813618603066 1.5271334170315431 83.079999875 0.6300001875000021
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf787 1.4616982883292926 1.4867915186875116 83.4133336 0.4866663999999986
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf788 1.4923789925354702 1.5133392394461094 83.475833225 0.42416677499999766
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf789 1.5247547081814896 1.54639194721592 83.463333575 0.4366664250000071
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf790 1.4842485463268824 1.5071441920485948 83.331666975 0.5683330249999955
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf791 1.4204306122927692 1.4466765093387448 83.081667125 0.6274993125000066
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-61 gpu conv perf 22
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf792 1.5217989432914314 1.5390218766438206 83.2266664 0.6733336000000009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf793 1.4226405303015173 1.4451795225464203 83.10166685 0.5974997249999987
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf794 1.4358299190627917 1.4552900649107336 83.546667075 0.353332924999998
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 6
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 21
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-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf795 1.4812873507032778 1.5067574649581634 83.153333725 0.519999412500006
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 4
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf796 1.3476471368121747 1.3706079621118508 83.05750035 0.663749475000003
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-76 gpu group_conv fp16 1
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-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf797 1.4027308097848883 1.4238095358717475 83.0066665 0.7400002500000085
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf798 1.4310658269813312 1.4517929823112035 82.619998725 1.3200019124999969
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf799 1.5775655131331545 1.600312092246849 82.507500525 1.4887492125000037
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf800 1.3847387997701681 1.4064488888150348 83.1308336 0.5537495999999962
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf801 1.4577538530220349 1.477872897355151 82.847500075 0.9787498875000011
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf802 1.4310658269813312 1.4515004777355367 82.54416675 1.4337498749999966
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf803 1.365259647976563 1.3886021819259027 82.911666325 0.8825005125000018
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf804 1.564931822098189 1.588757101426503 82.63416685 1.2987497250000004
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf805 1.5401762056377806 1.5662668381502198 82.2916664 1.8125004000000047
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf806 1.5515059204366564 1.5753909515632134 82.84916615 0.9762507749999969
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf807 1.564931822098189 1.5889034826011184 82.662499675 1.2562504874999902
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf808 1.4289956557022747 1.4507270147957976 82.660000625 1.2599990625000075
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 6
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf809 1.4020627992104366 1.423019781247907 82.9966669 0.7549996500000091
-1 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf810 1.556483785876195 1.5801639682677462 82.676666625 1.2350000625000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf811 1.5641004382279857 1.5879574714323719 82.687500775 1.2187488374999944
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf812 1.4027308097848883 1.423809709344754 83.044166575 0.6837501374999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf813 1.564931822098189 1.588836607075329 82.619999925 1.3200001124999972
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf814 1.5425714920397116 1.5672492787421717 82.582499525 1.3762507124999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf815 1.4027308097848883 1.423820456467226 83.011666325 0.7325005125000104
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf816 1.564931822098189 1.5884798230420878 82.635833375 1.2962499374999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf817 1.5425714920397116 1.5674057635552645 82.671666975 1.2424995375000094
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf818 1.564931822098189 1.5888359638120833 82.5324997 1.4512504499999963
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf819 1.457622076298523 1.4775246480847515 83.32999975 0.5700002500000011
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf820 1.5343625152899067 1.5590285516344833 82.70916585 1.1862512249999924
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf821 1.556483785876195 1.5801372828435438 82.66249985 1.2562502249999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf822 1.4503954585567262 1.4699488414761892 83.035833175 0.6962502375000099
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf823 1.4020627992104366 1.4231450570521051 83.85666555 0.04333444999999758
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf824 1.4310658269813312 1.4516089230724736 82.596666725 1.3549999124999914
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf825 1.527169947130794 1.5531701577085617 82.6574997 1.2637504499999963
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf826 1.3847387997701681 1.4065759169967043 83.098333475 0.602499787499994
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf827 1.615389508604881 1.637733152626495 82.658332375 1.2625014374999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf828 1.4503954585567262 1.4702225172549201 82.967499475 0.7987507875000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf829 1.556483785876195 1.5801639682677462 82.6308328 1.3037508000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf830 1.5098456816547459 1.5347883245961909 82.274999925 1.8375001124999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf831 1.564931822098189 1.5889161396758922 82.60749975 1.3387503749999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf832 1.564931822098189 1.5889766910069596 82.461666575 1.557500137500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf833 1.431168321024995 1.4518399153971366 83.106666975 0.589999537500006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf834 1.564931822098189 1.5887704828922575 82.628333725 1.3074994124999932
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf835 1.3476471368121747 1.3705980032807996 82.9158347 0.8762479499999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
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-67 gpu conv fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf836 1.4020627992104366 1.4231665313961053 82.91 0.8850000000000051
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf837 1.3576732923343606 1.3818424211073677 82.669999925 1.2450001125000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf838 1.505868364759236 1.532665180190966 82.45500065 1.5674990249999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf839 1.564931822098189 1.588916866532817 82.567500925 1.3987486124999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf840 1.5098456816547459 1.5350463383966961 82.384166725 1.6737499125
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-61 gpu conv fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf841 1.5425714920397116 1.5674347982133312 82.551667075 1.4224993875000038
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf842 1.564931822098189 1.5889463015815004 82.524167675 1.4637484874999984
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf843 1.4310658269813312 1.451552980728443 82.7024998 1.1962503000000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf844 1.564931822098189 1.5889468528022008 82.5291655 1.4562517499999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf845 1.5641004382279857 1.5878111155268484 82.68250105 1.2262484250000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf846 1.556483785876195 1.58030891775773 82.58416755 1.3737486749999945
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf847 1.564931822098189 1.5889170157180397 82.64749975 1.2787503750000084
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf848 1.564931822098189 1.588836607075329 82.690000125 1.2149998125000039
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf849 1.564931822098189 1.5889195328022612 82.605832975 1.3412505375000023
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf850 1.564931822098189 1.5887716081179728 82.637499625 1.2937505624999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf851 1.568955009506278 1.596371156174931 81.716666775 2.6749998375000104
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf852 1.5088752918836308 1.5325770537832444 82.6441663 1.2837505500000077
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf853 1.6647451191131075 1.6942259278271234 81.943333075 2.3350003875000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf854 1.6542583338964092 1.6833305521235271 81.936666475 2.3450002875000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf855 1.6165950381705938 1.6470889074210353 82.631667175 1.302499237499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf856 1.6022721000751587 1.6326822242302297 82.125833525 2.0612497124999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf857 1.6165950381705938 1.6472073856298595 82.5716667 1.3924999500000084
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf858 1.6647451191131075 1.694134507769575 82.000000275 2.2499995874999925
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf859 1.499616039786654 1.5246644635427804 81.861666875 2.457499687500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
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-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf860 1.663804331618732 1.6933341725019637 81.89499995 2.4075000750000015
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf861 1.6022721000751587 1.632728382443604 82.03250025 2.2012496250000027
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf862 1.4953621419401315 1.5228443981265565 82.024166425 2.2137503624999937
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf863 1.5712183662127086 1.604210864240708 82.109999625 2.0850005624999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf864 1.3987099562639291 1.426289385496872 81.925832975 2.3612505374999913
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf865 1.626226643684629 1.654442327592507 81.93416575 2.348751374999992
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf866 1.4911730647879848 1.5146480604170642 83.235000425 0.6649995750000045
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
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-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf867 1.6647451191131075 1.694310877077008 81.964998375 2.30250243750001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf868 1.6647451191131075 1.6942600206748386 81.839167875 2.4912481874999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf869 1.371667906471258 1.3944548891175008 82.777500525 1.0837492125000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf870 1.5861961387067112 1.6115884412171377 82.785001075 1.072498387500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf871 1.6647451191131075 1.6942598510523237 81.805832675 2.5412509874999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf872 1.6647451191131075 1.6941074425820153 81.809166125 2.5362508124999934
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf873 1.6367480889256283 1.6684808529391164 81.960000325 2.3099995125000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf874 1.54576568299848 1.568123842977937 82.7258336 1.1612495999999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf875 1.6647451191131075 1.6941346773669932 81.9375002 2.3437496999999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf876 1.6647451191131075 1.693709330104807 82.084999725 2.1225004124999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf877 1.622358967118763 1.6550352046751005 81.819166775 2.521249837500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf878 1.6165950381705938 1.6472071534499924 82.5866659 1.3700011500000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf879 1.6647451191131075 1.6943089940284182 81.853333725 2.4699994125000018
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf880 1.5489106439383653 1.5798242860562186 83.2983335 0.6016665000000018
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf881 1.557223735714416 1.5888110793530337 81.777500975 2.583748537500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf882 1.5949755680696673 1.615569996705257 83.01000025 0.7349996249999933
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf883 1.6263722445724658 1.6581303529810971 82.3091669 1.7862496500000091
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf884 1.6647451191131075 1.694210711011923 81.837499775 2.4937503375000034
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf885 1.5451636564182558 1.5773221879216466 82.4133333 1.6300000499999925
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf886 1.410867447887741 1.4319412977535966 82.0749991 2.137501350000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf887 1.6950236282052182 1.722572650676611 81.950833375 2.323749937499997
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf888 1.6113689776748326 1.6420808717253426 81.838333275 2.492500087500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf889 1.6647451191131075 1.6940608204363914 81.915832175 2.3762517374999916
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf890 1.5950601489651504 1.6149892921610807 83.34833285 0.5516671499999944
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
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-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf891 1.501122272504754 1.5247018227706293 83.436665475 0.46333452500000194
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf892 1.5246383719126875 1.5459907591621946 83.2858336 0.6141663999999963
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf893 1.5693398250602613 1.5914621886262532 83.4508327 0.4491672999999935
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf894 1.501122272504754 1.5247436365839186 83.47166675 0.4283332500000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf895 1.5693398250602613 1.5914318678922466 83.4391661 0.4608339000000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf896 1.501122272504754 1.5247141081928517 83.454166025 0.44583397499999367
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf897 1.5693398250602613 1.5911105534506362 83.4208333 0.47916670000000183
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf898 1.523849238589159 1.54530939511293 83.303333425 0.5966665749999948
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf899 1.521819086588983 1.5457812566885696 83.716666025 0.18333397500000503
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf900 1.501122272504754 1.5247418025386628 83.4691667 0.43083329999999764
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf901 1.4817744932654446 1.5047209110329132 83.30999995 0.5900000499999948
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf902 1.513686815586888 1.5373614317022213 83.304999975 0.5950000249999988
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf903 1.5350643217573972 1.5563408978296902 83.417500225 0.4824997750000023
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf904 1.501122272504754 1.5248633640971478 83.449166125 0.45083387499999505
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf905 1.501122272504754 1.5247016854002127 83.55583285 0.3441671499999984
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf906 1.5246383719126875 1.5461365700987155 83.274167675 0.625832324999999
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf907 1.469429215833232 1.4948070504222155 83.474166075 0.4258339250000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf908 1.501122272504754 1.5248614685368378 83.48249965 0.41750035000000596
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf909 1.5693398250602613 1.5914620389627094 83.427500375 0.4724996250000061
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf910 1.5377196854624327 1.5594380619681998 83.6241676 0.2758323999999931
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf911 1.4380493103477234 1.4572907677141709 83.7183326 0.18166740000000348
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf912 1.5116637574462473 1.5311987987839557 83.430000525 0.46999947500000305
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf913 1.417110126387726 1.4385520980194788 83.651667225 0.24833277500000295
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf914 1.5134995970663656 1.5371784797578065 83.185000275 0.4724995875000104
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf915 1.523849238589159 1.5452474527129167 83.309999775 0.5900002250000057
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf916 1.478493461413217 1.4984433101268733 83.54916695 0.35083305
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf917 1.501122272504754 1.5246579005470215 83.359167275 0.5408327249999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf918 1.5693398250602613 1.591657599554853 83.4441673 0.4558326999999963
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf919 1.513686815586888 1.5373333396179383 83.2683346 0.6316653999999972
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf920 1.4777513616186952 1.4980115406329566 83.616666525 0.2833334750000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf921 1.513686815586888 1.5373614942871867 83.337500225 0.5624997750000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf922 1.5685037522638479 1.590548842733959 83.365000175 0.5349998249999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf923 1.501122272504754 1.5245387828845347 83.5724997 0.3275003000000055
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf924 1.513696270951235 1.5375510685569478 83.074166875 0.6387496874999954
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf925 1.5134995970663656 1.5373001059255686 83.248333525 0.6516664749999933
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf926 1.5693398250602613 1.5918189967592427 83.466666825 0.4333331749999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf927 1.501122272504754 1.5247417413212636 83.53499945 0.3650005499999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf928 1.5246383719126875 1.5460182677277827 83.294998975 0.6050010250000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf929 1.513686815586888 1.537483149419135 83.297499775 0.6025002249999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf930 1.4701441795885646 1.4893702143217085 83.29583395 0.6041660499999978
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf931 1.5246383719126875 1.545802327453823 83.3133329 0.586667099999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf932 1.523849238589159 1.5455789653004135 83.303333475 0.5966665249999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf933 1.5116637574462473 1.531138838336083 83.442499175 0.45750082500000533
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf934 1.5693398250602613 1.5915272205120479 83.3666669 0.5333331000000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf935 1.501122272504754 1.524622094113192 83.543333225 0.3566667750000022
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf936 1.5950601489651504 1.6146449408440975 83.3383333 0.5616666999999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf937 1.536605777704947 1.5579083203101283 83.22166685 0.6783331499999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf938 1.5134995970663656 1.5370975805678988 83.24916645 0.6508335499999959
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf939 1.5685037522638479 1.590996535087305 83.4675003 0.4324997000000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf940 1.513686815586888 1.5375439842405543 83.22583405 0.6741659499999969
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf941 1.464782163639398 1.4918597442820813 82.300000275 1.7999995874999968
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf942 1.5861238266534494 1.6127731747054492 82.639166075 1.2912508874999915
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf943 1.5158289287078688 1.543024963632187 82.8108333 1.0337500500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf944 1.5280232660451256 1.5515549031743443 82.752500625 1.1212490625000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf945 1.5289192392285544 1.5539864142109379 82.545832875 1.4312506874999968
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf946 1.5631612195394338 1.5887359533684664 82.798333175 1.0525002375000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf947 1.5001612186566398 1.527057493816469 82.4883339 1.517499149999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf948 1.5079378570994486 1.5350599774821885 82.62249925 1.3162511249999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf949 1.432618260438757 1.4534544571343526 82.28083395 1.8287490749999975
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 36
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf950 1.5382156274006042 1.56620997795441 82.616666825 1.3249997625000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf951 1.5166069714753496 1.5452760686757219 82.746666925 1.1299996125000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf952 1.5300903788934632 1.557681441149713 82.7399989 1.140001649999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf953 1.4925909205077836 1.5216599055155875 82.451666625 1.5725000624999979
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf954 1.6132853930292876 1.6376915286137559 82.543332625 1.4350010624999925
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf955 1.4757319221952228 1.5041337421613559 83.025833725 0.7112494125000026
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-61 gpu conv perf 22
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-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf956 1.5002738493545804 1.5268748527833382 82.682500475 1.2262492875000035
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf957 1.5158289287078688 1.5429024299497018 82.79833345 1.0524998249999982
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
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-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf958 1.5869787944321405 1.6135300739458003 82.671666375 1.2425004374999986
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf959 1.5303576774816061 1.5579358095415932 82.753333875 1.1199991875000066
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf960 1.47305934008413 1.49477969119291 82.524165725 1.4637514124999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf961 1.4845727048241335 1.5123661903368233 82.53833415 1.4424987750000042
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf962 1.5382156274006042 1.5661809886545481 82.755000125 1.1174998125000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf963 1.5300903788934632 1.55781029023748 82.765000175 1.102499737500004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf964 1.5001612186566398 1.5271805168809445 82.514999975 1.4775000375000076
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf965 1.562957019959666 1.5886169616480212 82.72916625 1.1562506249999913
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf966 1.5158289287078688 1.5430862378074863 82.7016668 1.1974998000000028
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf967 1.4310658269813312 1.4516089230724736 82.5308336 1.453749600000009
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf968 1.435140760034981 1.4646039196614948 83.07583275 0.6362508749999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf969 1.5430838073244608 1.5709889623268152 82.8383337 0.9924994499999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf970 1.5629178333749403 1.588726902668692 82.7441668 1.1337497999999968
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf971 1.5158289287078688 1.543149458074719 82.7025005 1.196249250000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf972 1.5381481059106874 1.5661339823989764 82.569999625 1.3950005625000088
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf973 1.505930126670886 1.528700798625231 82.870001025 0.9449984625000099
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf974 1.4764693374794604 1.5063169595549855 82.99833355 0.7524996750000028
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf975 1.5384003447767236 1.5664321030326835 82.963333725 0.8049994125000026
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf976 1.5158289287078688 1.543162082294703 82.701666675 1.1974999875000023
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf977 1.5629178333749403 1.5888073003570917 82.8516673 0.9724990499999961
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf978 1.5629178333749403 1.5888877060334168 82.667500325 1.248749512499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf979 1.5303576774816061 1.5580266079800542 82.599166675 1.3512499874999904
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf980 1.5629178333749403 1.5888073003570922 82.80500035 1.0424994749999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf981 1.5869787944321405 1.6136130014751837 82.5849995 1.3725007500000075
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf982 1.5869787944321405 1.6134609555478459 82.69416675 1.2087498750000094
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf983 1.447372432461477 1.4712385024000196 82.767500075 1.0987498874999986
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp16 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf984 1.538225391691164 1.566309451816806 82.54000015 1.439999775000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf985 1.5382156274006042 1.5662389682547893 82.6791672 1.2312492000000077
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf986 1.5382156274006042 1.5661608384636527 82.6991669 1.2012496500000083
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf987 1.6647451191131075 1.6944267085126525 81.874166025 2.4387509625000092
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf988 1.4568129192590122 1.4775476795414313 81.934166325 2.34875051249999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf989 1.6647451191131075 1.694579250475703 81.8899998 2.4150003000000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf990 1.6647451191131075 1.6944267845389134 81.9641665 2.303750249999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf991 1.4673733813976224 1.4910604173462572 82.484999875 1.5225001875000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf992 1.599987942484498 1.6258063841589403 82.29083305 1.813750424999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf993 1.599987942484498 1.6260972797547353 82.076666625 2.135000062499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf994 1.6647451191131075 1.6940317365340272 81.9175006 2.373749100000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf995 1.6647451191131075 1.694102206583882 82.156666975 2.0149995375000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf996 1.6647451191131075 1.6942790262637617 82.004166725 2.243749912499993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf997 1.6394645258544789 1.670100675435303 81.90750045 2.388749324999999
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf998 1.5228904796755651 1.556919121155592 82.368333 1.6975004999999896
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 33
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf999 1.6111694914858887 1.6419494395777634 81.975833125 2.286250312500009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1000 1.582383511924342 1.6142370387431333 81.98666615 2.2700007749999926
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1001 1.6647451191131075 1.6944809361036912 81.729166775 2.656249837500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1002 1.6647451191131075 1.6943768082688264 82.044999725 2.182500412500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf1003 1.6647451191131075 1.6942598510523237 81.8141665 2.5287502500000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1004 1.6647451191131075 1.6943014165560009 82.04000035 2.1899994750000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1005 1.6647451191131075 1.6941490006078221 82.0225009 2.2162486500000043
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1006 1.6647451191131075 1.6942275450867885 82.019166125 2.221250812500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1007 1.47996365553752 1.50547054883825 81.6458328 2.7812508000000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp32 1
------
-+++++
-conf1008 1.6498195238591917 1.6787021675299663 82.342500125 1.7362498124999988
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1009 1.6394645258544789 1.6699048421340958 81.93000005 2.354999924999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp16 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1010 1.6647451191131075 1.6945452384222126 81.91416735 2.3787489750000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp32 1
------
-+++++
-conf1011 1.599987942484498 1.6259431167520135 82.11000005 2.0849999250000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp32 1
------
-+++++
-conf1012 1.5251326702077497 1.552699160327572 81.77583375 2.586249374999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf1013 1.6647451191131075 1.693859904470624 81.9699991 2.295001350000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1014 1.4409019601461859 1.4701397255383313 81.865832675 2.4512509875000106
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf1015 1.6022721000751587 1.6329618143543083 82.07249985 2.1412502250000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1016 1.5462770079358523 1.569791495571457 81.90916635 2.38625047499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1017 1.6647451191131075 1.6942335682201666 81.94166595 2.3375010749999987
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1018 1.6647451191131075 1.6943928546286176 81.9325016 2.3512476000000078
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1019 1.626226643684629 1.6546013447860162 81.98750055 2.2687491750000106
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1020 1.456357338983124 1.4842260544468395 81.9708333 2.293750050000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 21
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp32 1
------
-+++++
-conf1021 1.6451419459619105 1.6758482034156694 81.70833395 2.687499075000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
-+++++
-conf1022 1.6647451191131075 1.694251271258229 82.029999725 2.205000412500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index e10f43435e505457c88e5311cd6092e202d007ab..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,59422 +0,0 @@
-17205.006839
-+++++
-conf1 1 1 83.5 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp32 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp32 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp32 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv fp32 1
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp32 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv fp32 1
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp32 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp32 1 add fp32 1
-84 gpu softmax fp32 1
------
-+++++
-conf1 1.5693499884903381 1.5917842013118324 83.145832875 0.5312506875000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf2 1.545993337049743 1.5681579949021194 83.3483332 0.551666800000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf3 1.513686815586888 1.5378760553858462 83.230833025 0.6691669750000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf4 1.5355533195575695 1.557670365593659 83.361666275 0.5383337249999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf5 1.512768590532081 1.5335792510629838 83.281667125 0.6183328750000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf6 1.5950601489651504 1.6151463602244325 83.1183345 0.5724982499999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf7 1.5693398250602613 1.5918963888398845 83.264166875 0.6358331249999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf8 1.5013005273517968 1.519474324297315 83.341666525 0.5583334750000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf9 1.4489880208394499 1.4715671268851649 83.17749965 0.4837505249999978
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf10 1.5376013624464244 1.5596446837128164 83.06833345 0.6474998250000041
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf11 1.545993337049743 1.5675632651761047 83.62333335 0.27666665000000423
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf12 1.545993337049743 1.5679869507093198 83.500832325 0.3991676749999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf13 1.5950601489651504 1.6151612034694214 83.1449996 0.5325005999999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf14 1.4289956557022747 1.450999385700026 83.326666825 0.5733331749999963
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf15 1.5693398250602613 1.5920268954921275 83.367499925 0.5325000749999959
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf16 1.5218286438243147 1.5459272876153987 83.295833075 0.6041669249999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf17 1.5350643217573972 1.5565237633280977 83.29333355 0.6066664500000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf18 1.5046836813873068 1.5255447452093969 83.118333625 0.572499562499992
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf19 1.5950601489651504 1.615522382346488 83.114166825 0.5787497625000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf20 1.4079005146295271 1.42541239021118 83.51749975 0.3825002500000011
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf21 1.354960401448822 1.3783800467417882 83.3750001 0.524999900000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf22 1.4577996778779327 1.4771830017930503 83.51166675 0.38833324999999663
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf23 1.5376013624464244 1.5598022825882434 83.10333365 0.5949995250000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf24 1.5950601489651504 1.6153880644384337 83.202500325 0.6974996749999974
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf25 1.5950601489651504 1.615020083174271 83.3741667 0.5258332999999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf26 1.4002574002019899 1.4187274523117883 83.024166725 0.7137499124999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf27 1.5693398250602613 1.5918495345222077 83.4191672 0.48083279999999606
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf28 1.5376013624464244 1.5595223309651238 83.174999575 0.4875006374999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf29 1.4577996778779327 1.477355824153332 83.597500175 0.3024998250000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf30 1.5950601489651504 1.6153158353280128 83.178333525 0.482499712500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf31 1.513686815586888 1.5379009081468764 83.2525001 0.647499899999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf32 1.5950601489651504 1.6152741191791737 83.3758335 0.5241665000000012
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf33 1.545993337049743 1.568073802140778 83.368333725 0.5316662750000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf34 1.4920033610669379 1.5153818695450352 83.023333725 0.7149994124999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf35 1.5950601489651504 1.6155085464514467 83.1675001 0.49874985000000294
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf36 1.511701943198491 1.5358008475864828 83.600831925 0.29916807500000575
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf37 1.5950601489651504 1.615281562923715 83.1049997 0.59250045000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf38 1.3529387145287777 1.375321495759424 83.86500035 0.034999649999997495
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf39 1.4846201422971692 1.51354417868247 83.2283323 0.6716676999999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf40 1.5950601489651504 1.615522382346488 83.116667925 0.5749981124999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf41 1.5692477875961102 1.5919647219122215 83.221666325 0.678333674999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf42 1.5218286438243147 1.5458860479340932 83.3591672 0.5408327999999983
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf43 1.5950601489651504 1.6151081775805036 83.1383341 0.5424988500000083
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf44 1.545181948679266 1.5668348930582983 83.59166585 0.30833415000000175
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf45 1.5355533195575695 1.5575297887843556 83.4000008 0.4999991999999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf46 1.4502901921876727 1.4701273268251573 83.269166375 0.6308336250000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf47 1.5355533195575695 1.557654656914854 83.44 0.4600000000000023
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf48 1.5355533195575695 1.5575748922217398 83.5358329 0.3641670999999974
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf49 1.4167054731757425 1.4378755662811091 83.66583255 0.2341674499999954
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf50 1.5685037522638479 1.5912528784767297 83.169166925 0.49624961250000155
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf51 1.5693398250602613 1.5918594054033648 83.392500375 0.5074996250000027
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf52 1.4577538530220349 1.4773600824866089 83.7458343 0.15416570000000152
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf53 1.4362856833288358 1.458068454754607 83.765000175 0.13499982500000274
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf54 1.3691366938166023 1.388743653188357 83.0391674 0.691248900000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf55 1.5950601489651504 1.6153263889778535 83.183333275 0.4750000875000069
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf56 1.5218286438243147 1.5456365225906001 83.22333395 0.6766660500000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf57 1.5693398250602613 1.5918055637419408 83.43416615 0.4658338500000042
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf58 1.460989407273021 1.4837222322564596 83.025833375 0.7112499374999928
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf59 1.5684118128374414 1.5911773430700356 83.20000055 0.6999994500000014
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf60 1.4919553606852558 1.5154558029420104 83.16083385 0.5087492249999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf61 1.4838718809895899 1.5130053648255537 83.2299996 0.6700004000000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf62 1.5950601489651504 1.615016323870122 83.32749995 0.5725000499999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf63 1.4275145238717366 1.447622095676249 83.225833475 0.6741665249999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf64 1.5005353618052726 1.5183286152225544 83.5775003 0.32249970000000305
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf65 1.5692477875961102 1.5918170083833947 83.197499875 0.45375018749999185
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf66 1.5013005273517968 1.5194663065589815 83.3708336 0.5291664000000026
-1 gpu conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf67 1.5046836813873068 1.525933620644054 83.13249965 0.5512505250000004
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf68 1.521819086588983 1.5458776264463965 83.5975005 0.3024995000000047
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf69 1.5376013624464244 1.559631788373711 83.07749975 0.6337503749999982
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf70 1.545993337049743 1.5679885978824943 83.54999975 0.35000025000000223
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf71 1.4802902228411021 1.499361877556839 83.6841669 0.2158331000000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf72 1.51161654200687 1.5354436818587756 83.514166775 0.3858332249999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf73 1.5210424156294293 1.5450400153863324 83.418334 0.4816659999999985
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf74 1.545993337049743 1.5677058077928931 83.51499955 0.38500045000000116
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf75 1.5013005273517968 1.5197349289053623 83.466666475 0.43333352500000333
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf76 1.513686815586888 1.5378258035184142 83.2308336 0.6691664000000032
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf77 1.4079005146295271 1.4255169722230223 83.5499997 0.35000029999999926
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf78 1.4275145238717366 1.4473481456413317 83.495000025 0.40499997500000406
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf79 1.5950601489651504 1.615463868363824 83.24166705 0.6583329499999963
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf80 1.512768590532081 1.5340017149819538 83.33916645 0.5608335500000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf81 1.5950601489651504 1.6154638682865248 83.110000625 0.5849990625000032
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf82 1.5355139193384513 1.5532248904694914 83.276666275 0.6233337250000034
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf83 1.5046836813873068 1.5258678568936357 83.1358333 0.5462500499999976
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf84 1.5298116113897668 1.5576178170977504 83.1049998 0.5925002999999975
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf85 1.5355533195575695 1.5573225604517427 83.557500125 0.3424998749999958
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf86 1.5046836813873068 1.525868898162414 83.144165775 0.5337513374999929
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf87 1.477138736764262 1.5024339313675625 83.550833125 0.3491668750000031
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf88 1.492267544062481 1.5134353917381287 83.1766672 0.4849992000000043
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf89 1.545993337049743 1.5678727077879897 83.42416665 0.4758333499999964
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf90 1.545993337049743 1.5676927788090749 83.566666575 0.33333342500000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf91 1.4771477410386558 1.5024981989367365 83.24749985 0.652500150000003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf92 1.5684118128374414 1.590767066288076 83.36583415 0.5341658500000023
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf93 1.5376013624464244 1.559477267457527 83.2075002 0.6924998000000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf94 1.4112970414478958 1.4323480972928404 83.1749994 0.48750089999999346
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf95 1.545993337049743 1.5676699394458438 83.6141671 0.28583289999999695
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf96 1.5013005273517968 1.5194418157211282 83.451667225 0.4483327750000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf97 1.5684118128374414 1.5913079042076064 83.336666175 0.5633338249999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf98 1.5693499884903381 1.5917634495178747 83.13499955 0.5475006749999949
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf99 1.3892574348296771 1.4123162620434855 83.910833175 0.2891668250000066
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf100 1.5950601489651504 1.6153879953394348 83.09333335 0.609999975000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf101 1.545993337049743 1.5681027573295159 83.439998825 0.4600011749999965
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf102 1.4516169796454323 1.474142673730428 83.3733338 0.5266662000000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf103 1.5013005273517968 1.5197424052759638 83.470000325 0.42999967499999914
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf104 1.5218286438243147 1.545684078772002 83.3091667 0.5908332999999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf105 1.4484679998930965 1.468460647266713 83.60833365 0.2916663499999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf106 1.3541572690183472 1.3782973331368615 83.136667675 0.5449984875000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf107 1.4583778796078204 1.483633056334041 83.2550009 0.6449991000000012
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf108 1.4489866363845079 1.473801811979416 83.122499825 0.5662502624999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf109 1.478493461413217 1.4988891744779285 83.6316658 0.26833420000000674
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf110 1.4329005786667786 1.4590477905721062 83.205000675 0.6949993250000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf111 1.4749536369876255 1.4996808215459574 83.0608333 0.6587500500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf112 1.5210827579218933 1.5451139358895516 83.505000925 0.39499907499999554
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf113 1.545993337049743 1.5678316598668283 83.515833875 0.3841661250000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf114 1.5684118128374414 1.590897320810777 83.350832975 0.549167024999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf115 1.4287525052833052 1.4507138755893165 83.4325001 0.4674999000000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf116 1.4177925559441984 1.4397286195196868 83.5316665 0.3683335
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf117 1.5355139193384513 1.5529854628919773 83.1558327 0.5162509499999928
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf118 1.4846677806131354 1.5090791589521755 83.309999675 0.5900003249999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf119 1.5950601489651504 1.61530428948978 83.2000002 0.6999997999999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf120 1.5950601489651504 1.615204565678991 83.2366666 0.6633333999999934
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf121 1.5355533195575695 1.557657543270362 83.279166775 0.6208332250000069
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf122 1.5460448775671511 1.568078654417511 83.22666675 0.6733332499999932
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf123 1.4831282893584972 1.5117252937892052 83.26250035 0.6374996500000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf124 1.5950601489651504 1.6155532270104174 83.069166175 0.6462507374999902
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf125 1.5950601489651504 1.6152985027215505 83.196665925 0.45500111249999264
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf126 1.4112970414478958 1.4323481700325966 83.243333675 0.6566663249999977
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf127 1.5950601489651504 1.6154772879260646 83.195832775 0.4562508375000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf128 1.4079336379701772 1.4290755413841818 83.634999925 0.26500007499999756
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf129 1.5693398250602613 1.591896455943767 83.2958318 0.604168199999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf130 1.5376013624464244 1.5593363766504693 83.2675 0.6325000000000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf131 1.5355533195575695 1.5575150941277007 83.47499925 0.4250007500000038
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf132 1.469902919811137 1.4876532111503957 83.531666975 0.36833302500000686
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf133 1.5950601489651504 1.615069098963541 83.17916715 0.48124927500000325
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf134 1.4570633706298035 1.4777013759410267 83.177499525 0.48375071249999735
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf135 1.5950601489651504 1.6150619893209601 83.202499775 0.6975002249999932
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf136 1.4577538530220349 1.4774648767681453 83.794999625 0.10500037499999737
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf137 1.4104594170754705 1.4334511907709597 83.1599993 0.5100010500000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 34
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf138 1.459879231586514 1.4813250870660157 83.3425008 0.5574992000000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf139 1.5013005273517968 1.5194347181375358 83.327500725 0.572499275000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf140 1.5376013624464244 1.559758649219085 83.2191679 0.6808320999999978
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf141 1.5950601489651504 1.6152057958109356 83.2091665 0.6908335000000051
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf142 1.4846201422971692 1.5137173968687923 83.227499125 0.6725008750000058
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 25
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf143 1.5026846013511488 1.5193173321281277 83.40000005 0.4999999499999973
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf144 1.501122272504754 1.5251709457180185 83.3700005 0.5299994999999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf145 1.447132721126988 1.4679088764206494 83.4350002 0.4649997999999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf146 1.5218286438243147 1.5457185874505888 83.355833325 0.5441666749999939
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf147 1.466742355662872 1.487620240755279 83.539166225 0.3608337749999976
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf148 1.4484329418817892 1.4648094653329005 83.4791668 0.42083319999999846
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf149 1.4782317651632972 1.4980044121359835 83.385000475 0.5149995250000018
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf150 1.4085435596040632 1.427816589072429 82.903333275 0.8950000875000086
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf151 1.5679438804148014 1.5941384113595867 82.747500575 1.1287491374999945
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf152 1.4784310811597718 1.499002132556797 83.18666665 0.4700000249999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf153 1.6132853930292876 1.637732552419425 82.4750002 1.537499700000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf154 1.4373488822905012 1.4573617746408916 82.879168075 0.9312478875000068
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf155 1.5631612195394338 1.589129579271764 82.45416655 1.5687501750000052
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf156 1.6132853930292876 1.637414985339401 82.3866671 1.6699993500000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf157 1.4150236258164062 1.4379128016012368 83.4041666 0.49583340000000364
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf158 1.542947622256228 1.5705665262099482 82.649166975 1.2762495375
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf159 1.469902919811137 1.4878055324367492 83.540834875 0.3591651249999984
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf160 1.4890356762317618 1.5075970927795848 83.039166275 0.6912505875000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf161 1.5298101001454305 1.5562928832928062 82.866666975 0.9499995374999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf162 1.4711734039869035 1.492986237056711 82.32999895 1.7550015749999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf163 1.6151900871860732 1.6371662444847834 83.130833775 0.5537493375000011
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf164 1.5285613333832244 1.557667569886895 82.752500675 1.1212489875000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf165 1.5062277404141304 1.5334521235412117 83.178334275 0.48249858750000385
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf166 1.4711142898472802 1.4969310465385584 82.976666825 0.7849997625000071
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf167 1.3688199116297346 1.3910852986006577 82.75166665 1.1225000249999937
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf168 1.4083737381873285 1.4325186327602748 82.404166825 1.6437497624999935
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf169 1.5430113020538447 1.5691710673888157 82.310832375 1.783751437499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf170 1.494268054551339 1.5222700515072847 82.723333475 1.164999787499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf171 1.5013005273517968 1.5194493847401567 83.491666425 0.4083335749999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf172 1.5679438804148014 1.5941456653404213 82.71833295 1.1725005749999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf173 1.3763144771471212 1.4001888753200753 83.403333025 0.4966669750000051
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf174 1.5523966047655533 1.573921721710139 82.637499775 1.2937503375000077
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf175 1.5256817592313983 1.5546979051770942 82.94500005 0.8324999249999934
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf176 1.5679438804148014 1.594168444865169 82.605000725 1.3424989125000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf177 1.3729937080656731 1.3972544124724262 82.535832825 1.4462507625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf178 1.5716224596093415 1.5994202071882093 82.399999575 1.650000637500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf179 1.420370452990226 1.439957986860318 82.364999575 1.7025006375000018
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf180 1.4705003400871064 1.4925434824388275 82.5008331 1.4987503500000088
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf181 1.374970500031636 1.3991416728149468 82.731666725 1.152499912500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf182 1.4414661068648031 1.458912252247887 82.574166675 1.388749987499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf183 1.6132853930292876 1.637517968893525 82.452499825 1.5712502624999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf184 1.554651177107881 1.580687776140284 82.800833125 1.0487503125000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf185 1.363547329474378 1.3838498369204073 82.80000035 1.0499994749999928
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf186 1.3620479713077893 1.3868096846708957 82.484999825 1.522500262499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf187 1.5545302341920202 1.580418169176358 82.584166725 1.3737499124999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf188 1.5248915457303274 1.5538358062539013 83.0100006 0.7349991000000031
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf189 1.5526374365054108 1.572029183525084 82.42083335 1.6187499750000072
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf190 1.5013005273517968 1.5198095974708363 83.4216662 0.4783337999999958
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf191 1.5013005273517968 1.520038920374607 83.3983332 0.5016668000000039
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf192 1.4815789674570545 1.5012454295256823 82.336667125 1.744999312499992
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf193 1.4143438585698476 1.4370535120427215 83.54833215 0.3516678500000069
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf194 1.3617706115257908 1.3857491197143965 84.092500875 0.10749912500000108
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf195 1.3371832080627895 1.3578824211782605 82.63416685 1.2987497250000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf196 1.4980302484278982 1.52100759318734 82.9424989 0.8362516499999941
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf197 1.5106534151554358 1.5380673055497973 82.86916615 0.9462507750000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf198 1.4638214650180068 1.49230181010368 83.0441668 0.6837498000000011
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf199 1.6132853930292876 1.6378679699631007 82.417499075 1.6237513875000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf200 1.5158541192890724 1.5445466957922571 82.4225 1.6162500000000009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf201 1.5042248713517345 1.5326501719759222 82.993333625 0.759999562499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf202 1.6132853930292876 1.6376730799990433 82.430833675 1.6037494874999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf203 1.4418169535178524 1.4686073336558805 83.12833325 0.5575001250000042
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf204 1.4505667783113583 1.472198663903077 82.5891671 1.366249350000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf205 1.4703296281655025 1.5001686143335755 82.545833125 1.4312503124999978
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf206 1.5523966047655533 1.5741114411118853 82.521666525 1.4675002124999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf207 1.469902919811137 1.4877178988677275 83.48666705 0.4133329500000059
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf208 1.4934453990438703 1.5166350687156842 82.85749945 0.9637508249999911
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf209 1.5256817592313983 1.5546979691815308 82.9783334 0.7824999000000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf210 1.4655171724160696 1.4950573373801503 82.9116663 0.8825005500000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf211 1.5000169557211032 1.5270889264194474 82.946666375 0.8300004374999901
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf212 1.5383328070694866 1.5665680189060727 82.6783341 1.232498849999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf213 1.4938171477655195 1.5137190971196839 82.51499935 1.4775009750000052
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf214 1.4487737798160174 1.468711408338226 83.29083295 0.6091670500000049
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf215 1.6132853930292876 1.6375439393398505 82.46999965 1.5450005249999919
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf216 1.5427987485901526 1.5701014657890642 82.804166975 1.0437495374999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf217 1.4057933010443253 1.428921439654689 82.66333405 1.2549989249999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf218 1.4784310811597718 1.4990286882710797 83.10583275 0.591250874999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf219 1.4505330247517112 1.4721239843487186 82.55249925 1.4212511250000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf220 1.5529431466509738 1.5790836761225653 82.528332975 1.4575005375000032
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf221 1.4938171477655195 1.5136554242719773 82.51499975 1.4775003749999982
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf222 1.5383328070694866 1.566269583354936 82.71583365 1.17624952500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf223 1.4410106275106296 1.4621541416227324 82.31000025 1.7849996249999975
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf224 1.4150236258164062 1.4379123501904933 83.423333575 0.4766664249999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf225 1.4698487605387398 1.4997843558000674 82.6149999 1.3275001499999988
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf226 1.6132853930292876 1.6374388752987898 82.556666625 1.4150000624999919
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf227 1.5523966047655533 1.5737225661744225 82.51416665 1.4787500249999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf228 1.4577996778779327 1.478083066632899 83.490832725 0.40916727499999583
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf229 1.5631609244197642 1.589021501459122 83.181666575 0.47750013750000875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf230 1.4938171477655195 1.5140512394944514 82.45166665 1.5725000249999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf231 1.4274019118165766 1.4494052496202423 83.1491669 0.526249650000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf232 1.4333746170163468 1.456528105089955 82.6408325 1.2887512499999971
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf233 1.4084406079220448 1.4322575107957647 82.6024999 1.346250150000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf234 1.466381062120061 1.4862831867027062 83.371666525 0.5283334750000052
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf235 1.5868347516099148 1.6128953962583892 82.470833275 1.543750087499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf236 1.5536415462564295 1.577459063769051 83.199167425 0.45124886250000174
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf237 1.6132853930292876 1.6378821915012436 82.394166075 1.6587508874999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf238 1.425149623061262 1.4480446111312195 83.6333336 0.26666639999999975
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf239 1.5103684919260167 1.5334249989083104 82.985834175 0.7712487375000094
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf240 1.5523966047655533 1.5739670373672234 82.53000145 1.4549978249999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf241 1.4595987084134339 1.4823537246809306 82.481666325 1.5275005124999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf242 1.4294037668791568 1.4541977276842 82.730000025 1.154999962500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf243 1.3619783182372935 1.3869765114408266 82.428334075 1.6074988875000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf244 1.552788133680939 1.578690265507965 82.35333375 1.7199993749999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf245 1.6132853930292876 1.6375418484350241 82.5808333 1.3787500500000078
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf246 1.6132853930292876 1.6377903456791765 82.421665975 1.6175010375000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf247 1.4166329895276961 1.4390828161664262 83.870833 0.02916699999999539
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf248 1.4580278098252977 1.4808327306756492 82.507500625 1.4887490624999913
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf249 1.6132853930292876 1.6376638239530705 82.507499875 1.4887501875000098
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf250 1.4580278098252977 1.4808833456017927 82.485 1.5225000000000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf251 1.5103684919260167 1.5336160061992323 82.8166667 1.0249999500000015
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf252 1.5679438804148014 1.5942193575440742 82.616667175 1.3249992374999948
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf253 1.552697606967091 1.5785119173546465 82.565833 1.4012505000000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf254 1.5141598672746401 1.5427907072916778 82.545833325 1.4312500124999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf255 1.5770855472505063 1.5998727487184126 82.625833175 1.3112502375000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf256 1.5094922731362892 1.5370184983069985 82.541666625 1.4375000624999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf257 1.4938171477655195 1.5137185968578584 82.464167075 1.553749387499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf258 1.4708327540102564 1.4984911402104926 82.724999675 1.1625004874999902
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf259 1.5302075487036224 1.5580638735362764 82.9025 0.8962499999999949
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf260 1.3895974767616828 1.4146857363045604 82.498332625 1.502501062499995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf261 1.5176235147884702 1.5463807628230066 82.903332325 0.8950015125000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf262 1.4711734039869035 1.492912384613421 82.335833775 1.7462493375000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf263 1.5176235147884702 1.546298892157414 82.9066673 0.8899990500000072
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf264 1.5734478234531974 1.6001151294806517 82.571665825 1.392501262500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf265 1.6132853930292876 1.6375237717230973 82.4908341 1.513748849999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf266 1.5770855472505063 1.6006850773514454 82.3383337 1.7424994499999897
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf267 1.4434097772109464 1.4646624957273309 82.930000725 0.854998912500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf268 1.4709760399569196 1.4922150866507364 82.50833265 1.4875010250000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf269 1.3735668559499083 1.3975238086868895 82.699165925 1.201251112499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf270 1.5631612195394338 1.5890247556274766 82.739166925 1.1412496124999905
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf271 1.4206354502534884 1.4439132905146013 82.210833125 1.9337503125000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf272 1.3619783182372935 1.387070540392178 82.42083315 1.6187502749999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf273 1.6132853930292876 1.6371838309195503 82.518332925 1.4725006125000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf274 1.6132853930292876 1.637555969235162 82.5000007 1.4999989499999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf275 1.5078616025270528 1.535138017128854 82.9916657 0.762501450000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf276 1.5034647278887596 1.530635091157887 82.9950007 0.7574989499999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf277 1.567109293952841 1.59342959737584 82.650833325 1.2737500125000096
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf278 1.5061644586108673 1.5333151583062705 83.009166175 0.7362507374999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf279 1.4711734039869035 1.493012580046502 82.2883325 1.8175012500000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf280 1.5529431466509738 1.5789556246313106 82.671667375 1.2424989375000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf281 1.4083737381873285 1.4324456867193192 82.463332775 1.5550008375000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf282 1.6132853930292876 1.637882120464452 82.287499225 1.8187511624999928
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf283 1.554651177107881 1.5801524462958685 82.9841665 0.7737502499999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf284 1.3573329698441525 1.3764136750557703 83.2099996 0.6900003999999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf285 1.3683869766468724 1.39200080743532 83.482500425 0.41749957500000223
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf286 1.4937429630403638 1.5136185398059416 82.328333925 1.7574991125000068
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf287 1.5176235147884702 1.5462474792412801 82.8808338 0.9287492999999927
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf288 1.5106534151554358 1.5380799865457173 82.825832825 1.0112507624999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf289 1.6132853930292876 1.6377903456791765 82.28916705 1.8162494249999952
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf290 1.5062496404514372 1.5329937932398008 82.852500525 0.9712492125000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf291 1.4051596071777022 1.4241584362510535 82.9083336 0.8874995999999911
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf292 1.5157618384414633 1.5446457474633684 82.404167025 1.64374946249999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf293 1.4580278098252977 1.480707280216624 82.523333625 1.4649995624999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf294 1.5545302341920202 1.5798702893470085 82.664166875 1.2537496874999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf295 1.6151900871860732 1.6371948423126426 83.1099993 0.5850010500000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf296 1.562957019959666 1.5889408819754098 82.5608335 1.4087497499999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf297 1.4729694151094754 1.5025918099449123 83.11333375 0.579999375000007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf298 1.4414661068648031 1.4590990726753577 82.52250045 1.4662493250000068
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf299 1.4844383366926692 1.5106351455819866 82.4658333 1.5512500500000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
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-58 gpu group_conv fp16 1
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-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf300 1.5013005273517968 1.5198888061317957 83.4341662 0.46583379999999297
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf301 1.5869787944321405 1.6135990444097805 82.59833435 1.3524984749999973
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf302 1.4815789674570545 1.501383790714552 82.2675003 1.848749550000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf303 1.450643363625701 1.4794907053869435 82.544167375 1.433748937499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf304 1.6132853930292876 1.637796750772479 82.502499725 1.4962504124999896
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf305 1.5623317154028957 1.5884018468189283 82.549167275 1.426249087499997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf306 1.5679438804148014 1.5939673888154673 82.78249895 1.0762515749999935
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf307 1.5868347516099148 1.6128056293444306 82.360834725 1.7087479124999945
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf308 1.4938171477655195 1.513877944899308 82.3950007 1.6574989500000044
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf309 1.5679438804148014 1.5939774443945574 82.831667425 1.0024988624999907
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf310 1.441809110654418 1.4631045570043866 82.47000065 1.5449990249999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf311 1.5020046576856954 1.532167308977517 83.010832875 0.7337506874999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf312 1.3922736127592392 1.4154307924912857 83.0258333 0.7112500499999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf313 1.5679438804148014 1.5942493940998086 82.65583335 1.266249975000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf314 1.4548828412694568 1.4830475681152846 82.6758336 1.2362495999999936
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf315 1.4651560510473303 1.4868042969191675 83.55333365 0.346666350000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf316 1.5868347516099148 1.6127233526185314 82.42750015 1.6087497749999997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf317 1.4222576117048238 1.4452566730609182 82.849167925 0.9762481124999951
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf318 1.5679438804148014 1.594219597836245 82.7108334 1.1837499000000022
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf319 1.5679438804148014 1.594103046796239 82.7283329 1.157500650000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf320 1.5653046318044999 1.586547098847264 82.39750025 1.6537496250000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf321 1.5254239356972057 1.5535125711699662 82.850833875 0.9737491874999904
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf322 1.524026102690936 1.5508400375870557 82.239998925 1.8900016125000079
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf323 1.6132853930292876 1.6375542338178517 82.48083315 1.5287502750000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf324 1.4505787861521273 1.4798251939802642 83.0133343 0.7299985500000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf325 1.5285613333832244 1.5577578621075088 82.628333275 1.3075000874999958
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf326 1.4635250638565118 1.4931627501930134 82.711667225 1.182499162500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf327 1.562957019959666 1.589027460626269 82.676666425 1.2350003625000099
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf328 1.6132853930292876 1.6378187864653246 82.393334175 1.6599987374999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf329 1.5005353618052726 1.5187895670343683 83.379999475 0.5200005249999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf330 1.5256817592313983 1.5545312003096101 83.037499775 0.6937503374999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf331 1.5157793830902222 1.5430096921104137 82.9366671 0.844999350000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf332 1.4938171477655195 1.513878141013868 82.44249955 1.5862506750000094
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf333 1.5631085315088318 1.5893710665275016 82.72 1.1700000000000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf334 1.554651177107881 1.5806444577834422 82.89833325 0.9025001250000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf335 1.5679438804148014 1.5938638321160028 82.762499675 1.1062504874999988
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf336 1.4711734039869035 1.492986237056711 82.339999725 1.7400004125000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf337 1.4711734039869035 1.4931404670790267 82.230832425 1.903751362499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf338 1.4938171477655195 1.5135365672812746 82.446666075 1.580000887500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf339 1.5159253074168 1.5448066258034328 82.902500325 0.8962495124999919
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf340 1.3418459717031606 1.361410094830128 83.410000225 0.4899997749999955
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf341 1.4635250638565118 1.4930864175096135 82.851667625 0.9724985624999931
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf342 1.4711734039869035 1.4931818316941494 82.20666665 1.9400000249999962
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf343 1.3620479713077893 1.386799407432042 82.57250025 1.3912496249999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf344 1.4165325667530546 1.439251798248789 83.407499525 0.4925004749999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf345 1.5762412031708293 1.5998588015020576 82.38833435 1.6674984750000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf346 1.5716224596093415 1.599359744982972 82.534999625 1.4475005625000037
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf347 1.4290312717856268 1.4591190847986255 83.00083255 0.7487511750000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf348 1.5335777397656905 1.5607867554662773 82.42916675 1.6062498750000103
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv samp 33
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf349 1.4651560510473303 1.4866364361704099 83.308332775 0.5916672250000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf350 1.4577538530220349 1.4780698640863814 83.677499875 0.22250012500000482
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf351 1.4150236258164062 1.4377315275322784 83.453334125 0.4466658750000022
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf352 1.5176235147884702 1.5463679844598988 82.840833275 0.9887500875000086
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf353 1.4711734039869035 1.4930880489488207 82.297500475 1.8037492874999899
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf354 1.5631612195394338 1.5890864975293018 82.588333375 1.3674999374999928
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf355 1.562957019959666 1.5889677815239724 82.67500055 1.2374991750000106
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf356 1.4580278098252977 1.4805284085432497 82.5175005 1.4737492500000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf357 1.5383328070694866 1.5665803226356103 82.7649994 1.1025009000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf358 1.612401853417003 1.6367830603031766 82.489167225 1.5162491624999959
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf359 1.515995834331296 1.5448335389721812 82.688332775 1.2175008374999905
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf360 1.5256817592313983 1.5544196415173699 82.871666375 0.9425004374999943
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf361 1.5770855472505063 1.6003599251271183 82.444167175 1.583749237499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf362 1.507825129929739 1.5351193798991225 82.8366664 0.9950004000000021
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf363 1.5176235147884702 1.5462221298035361 82.936667475 0.8449987875000105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf364 1.4206930485376061 1.4438668010728852 82.63083325 1.3037501250000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf365 1.4208279711509344 1.4439512480326018 82.418334 1.6224989999999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf366 1.4983105351471186 1.524820890158324 83.033332825 0.7000007624999967
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf367 1.4709760399569196 1.492176967797632 82.6341656 1.2987515999999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf368 1.362110514190239 1.3867889875934463 82.598333575 1.352499637500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf369 1.5679438804148014 1.593896676432254 82.748333625 1.1274995624999988
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf370 1.5034647278887596 1.5305604730148281 83.06166635 0.6575004750000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf371 1.4083737381873285 1.4322137821118852 82.473332975 1.540000537499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf372 1.45069728239277 1.4721326302529498 82.7366661 1.1450008500000095
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf373 1.5123880823308817 1.5395848228123543 82.94000135 0.8399979749999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf374 1.5734478234531974 1.600389022795465 82.488333225 1.5175001624999922
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf375 1.441803673501377 1.4629844127632448 82.420833025 1.6187504625000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf376 1.4711734039869035 1.4931146063117142 82.207500225 1.938749662499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf377 1.5631085315088318 1.5890979108841878 82.758333325 1.112500012500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf378 1.4419373185234186 1.4631749411936161 82.728333625 1.1574995624999929
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf379 1.6132853930292876 1.6375437098761882 82.60416715 1.3437492750000075
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf380 1.5176235147884702 1.5462303969139204 82.94416655 0.8337501749999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf381 1.4938171477655195 1.5139022735392718 82.35083345 1.7237498250000058
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf382 1.5289192392285544 1.553638328204199 82.84916745 0.9762488250000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf383 1.425149623061262 1.4479950519339626 83.6158346 0.28416540000000057
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf384 1.5012255975166082 1.5196421083326215 83.34500025 0.5549997500000018
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf385 1.6132853930292876 1.6378187863858713 82.525833475 1.4612497875000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf386 1.4938171477655195 1.5139969238156852 82.432499525 1.6012507125000042
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf387 1.5205562221508566 1.5481048396341808 82.83833285 0.9925007249999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf388 1.4417256246684096 1.4631645197849277 82.289999575 1.815000637500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 24
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf389 1.5679438804148014 1.5941623764691866 82.61416665 1.328750024999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf390 1.5337286621316 1.5589735081511682 82.70166765 1.1974985249999932
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf391 1.6132853930292876 1.6376040638946385 82.43666675 1.5949998749999992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf392 1.4711734039869035 1.4928469011395828 82.2716663 1.8425005499999898
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf393 1.4505667783113583 1.4722357688530918 82.504999575 1.492500637500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf394 1.448908720181166 1.4691255711951754 83.4266668 0.47333319999999335
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf395 1.3996932327770422 1.4247803311669691 82.4924999 1.5112501500000022
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf396 1.4319428110895782 1.4537457548595578 82.5441659 1.4337511500000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf397 1.5679438804148014 1.59418932212013 82.669166575 1.2462501374999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf398 1.4619584793529037 1.4821164313431157 83.56000025 0.3399997499999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf399 1.6132853930292876 1.6372083735816918 82.644999375 1.2825009375000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf400 1.3480572312202372 1.371527977784001 82.575833875 1.386249187499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf401 1.4235262796070944 1.4462822225346634 83.382499675 0.5175003249999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf402 1.48893993120064 1.5069772013638991 83.516667325 0.3833326749999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf403 1.418279688814956 1.4424531575232058 82.57916795 1.381248075000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf404 1.5734478234531974 1.6004706050201225 82.380833475 1.6787497874999957
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf405 1.6132853930292876 1.6376479269911033 82.4683344 1.547498399999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf406 1.5168416244983087 1.5456385069497949 82.8774995 0.9337507500000015
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv fp16 1
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf407 1.562957019959666 1.5890273937640444 82.604165725 1.3437514124999979
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf408 1.45486124231705 1.4762982033324918 82.7358322 1.1462516999999934
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf409 1.5529431466509738 1.5790408426726437 82.67833385 1.232499224999998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf410 1.5062547833167748 1.5336244761695945 82.761666875 1.1074996874999954
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf411 1.552788133680939 1.578690662364693 82.410833 1.633750500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 23
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf412 1.4293325717834697 1.4526156713109328 82.689167075 1.2162493874999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 22
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf413 1.5256817592313983 1.554755101758021 82.910834025 0.8837489625000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv fp16 1
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf414 1.613883087334039 1.6363115559055914 81.728333675 2.6574994874999973
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf415 1.613883087334039 1.6359297555589916 81.889166025 2.4162509625000084
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf416 1.4583631690931353 1.4850550037835066 82.478333525 1.5324997125000053
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf417 1.5636696182123044 1.587549117699386 82.31416605 1.7787509250000042
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf418 1.5685902414990387 1.5926291985727181 82.594167725 1.3587484124999918
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf419 1.691248692941502 1.7219813213195103 81.9183331 2.372500350000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf420 1.538660298958533 1.5640665486050351 82.130832975 2.053750537499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf421 1.5636696182123044 1.5872560582380202 82.171667125 1.9924993125000015
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf422 1.5533481453324796 1.577453535032013 81.767500325 2.5987495124999995
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf423 1.5529500262439015 1.5726575233752091 81.96749995 2.298750074999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf424 1.613883087334039 1.636418839858954 81.737499775 2.643750337499995
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf425 1.613883087334039 1.6360852431688626 81.91333375 2.37999937499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf426 1.5529500262439015 1.572605278987108 82.096666125 2.105000812500002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf427 1.5210475231142901 1.539271659438925 82.00500065 2.2424990250000008
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf428 1.5455525133471724 1.5704612535242652 81.957499725 2.313750412499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf429 1.552990326351822 1.5770717017444107 81.892499775 2.411250337499993
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf430 1.5042425960435963 1.5297452918996899 83.190833875 0.4637491875000066
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 34
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf431 1.4547824921852361 1.4783003235967411 82.3249994 1.7625009000000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
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-49 gpu conv perf 25
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf432 1.5636696182123044 1.5875687759049915 82.2058333 1.9412500500000078
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf433 1.6267211540083897 1.658719334841913 82.4950007 1.5074989499999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf434 1.5551017641861624 1.5785261478076529 82.924166225 0.86375066250001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf435 1.5628395745595487 1.5870859664407122 82.1750005 1.9874992500000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf436 1.5067069095600611 1.5311018570173105 81.819166525 2.5212502125
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf437 1.6143405578447778 1.6357552988443562 81.85750025 2.4637496249999984
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf438 1.675578767669849 1.7065840318520848 81.7924993 2.5612510499999956
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf439 1.5163096730342622 1.5417763014092258 82.6324999 1.3012501500000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf440 1.440833453708479 1.4636256971481172 82.06583385 2.1512492249999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf441 1.5342688512696565 1.557239138251693 82.805833175 1.0412502374999946
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf442 1.50655466582907 1.5360506132437568 82.533333825 1.4499992625000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf443 1.66500917051896 1.6940425142936055 82.49666595 1.5050010750000098
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf444 1.3641598336550838 1.3897660388226092 83.1175005 0.5737492499999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf445 1.5776567149081635 1.5990366609186264 81.883334425 2.4249983624999984
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf446 1.5318530849443064 1.5635523114604595 82.82583375 1.0112493749999985
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf447 1.5037310385770641 1.5280184036397726 82.180000925 1.9799986124999975
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf448 1.5685084444663566 1.5926143301544566 82.61166655 1.332500175000007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf449 1.4006769231239862 1.424477017335043 82.38833245 1.6675013250000106
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf450 1.613883087334039 1.6362230251729712 81.94833225 2.3275016249999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf451 1.4707218688057984 1.4973778794767247 81.880000125 2.4299998125000073
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf452 1.613883087334039 1.636296290208821 81.90999865 2.3850020249999915
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf453 1.613883087334039 1.6360645030460543 81.8333336 2.4999995999999953
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf454 1.589972323085995 1.6107943724615192 82.566666825 1.399999762500002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf455 1.5874130040607912 1.611568162124707 81.809166325 2.53625051249999
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf456 1.4844281933587946 1.5107237889211 83.5633333 0.33666670000000354
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf457 1.5532668083588674 1.577299835266413 81.7916664 2.5625004000000047
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf458 1.613883087334039 1.6363548364856175 81.834165775 2.4987513374999963
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf459 1.4493741726075915 1.476649438649721 82.9908333 0.7637500499999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf460 1.5636696182123044 1.5877355799891189 82.056665975 2.165001037499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf461 1.613883087334039 1.6363870393621656 81.9033327 2.3950009499999894
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf462 1.4311002412012903 1.4548271577806517 81.877499525 2.433750712499993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf463 1.5636696182123044 1.5878663850935717 82.21166705 1.932499424999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf464 1.5167449142347547 1.5415693290866774 81.93499965 2.347500525000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf465 1.613883087334039 1.6364106711407609 81.829166525 2.5062502124999924
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf466 1.5636696182123044 1.587788930937889 82.263334875 1.8549976875000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf467 1.5039290289353442 1.5347912646991995 82.1225006 2.0662491000000074
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf468 1.6146765950780144 1.6366209606218869 81.8925001 2.41124984999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf469 1.5544595282466314 1.578596317580891 82.0083344 2.237498400000007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf470 1.5636696182123044 1.5875193330847028 82.353333675 1.7199994874999973
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf471 1.613883087334039 1.6360163608284957 81.89166715 2.4124992749999947
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf472 1.5636696182123044 1.5876663537485471 82.3550001 1.717499850000003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf473 1.6103330957727775 1.6421708655839617 81.803334075 2.5449988875000074
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf474 1.5529500262439015 1.5727418908236748 81.922499825 2.366250262499996
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf475 1.563669476098879 1.5875535874326492 81.990832925 2.26375061249999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf476 1.515996788760397 1.539902059829723 82.45083355 1.573749675000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 26
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf477 1.543345346844455 1.5687342192170612 82.60000015 1.3499997750000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf478 1.613883087334039 1.6364821365465687 81.739166625 2.6412500625000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf479 1.5752969580585772 1.6045599991921322 82.71333375 1.1799993749999942
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf480 1.56372234407567 1.587898202027726 81.804999925 2.5425001124999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf481 1.613883087334039 1.6363642606348354 81.81166685 2.532499725000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf482 1.5682422341792248 1.5923204836945162 81.8316666 2.502500099999992
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf483 1.613883087334039 1.6363879685320333 82.025833275 2.211250087500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf484 1.4185988206753466 1.4417796386876498 82.46750015 1.5487497749999903
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf485 1.5197601470846054 1.542949718323273 81.79000075 2.5649988749999935
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf486 1.472999357479648 1.4952064812789754 81.818332875 2.5225006875000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf487 1.513333994022763 1.5429708199970573 81.9275002 2.358749700000004
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf488 1.5692477875961102 1.592538448492677 83.095833225 0.6062501624999896
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf489 1.5533066343643847 1.5770199515029923 81.94083375 2.338749375000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf490 1.5037310385770641 1.5280183418131978 82.105832875 2.0912506874999934
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf491 1.6000319860263066 1.6254309614093858 82.14499985 2.0325002249999926
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf492 1.5636696182123044 1.587955565513714 82.21833235 1.9225014750000042
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf493 1.515544596669412 1.5416646901011808 81.726666275 2.660000587500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf494 1.5401986262544658 1.5666297958141626 82.770834525 1.093748212500003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf495 1.5682422341792248 1.5920533309368718 81.874166325 2.4387505124999933
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf496 1.613883087334039 1.6361705054141171 81.90500035 2.392499475000008
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf497 1.613883087334039 1.6362482723333425 81.8108343 2.5337485500000057
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
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-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf498 1.5551017641861624 1.57872762199842 83.08583285 0.6212507249999959
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 6
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf499 1.502972035123423 1.5285442410097505 82.78166705 1.0774994250000063
-1 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf500 1.4625615024060141 1.4932088555472887 82.47416575 1.538751375000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf501 1.538660298958533 1.5636910371424804 82.285833575 1.821249637500003
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf502 1.571529271267954 1.5927213866935825 81.67750045 2.733749325000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf503 1.613883087334039 1.636450487551034 81.890833675 2.413749487500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf504 1.5067765813093108 1.5322761634577355 82.02666715 2.2099992750000084
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf505 1.613883087334039 1.6359223095867628 81.775833725 2.5862494125000026
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf506 1.4381427138523375 1.460200125543434 81.89833395 2.4024990750000086
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf507 1.4844281933587946 1.5109449265409283 83.629166975 0.27083302499999606
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf508 1.5126813595119144 1.5377850028496998 83.084999975 0.6225000374999965
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf509 1.5529500262439015 1.5727159835682831 81.911666675 2.3824999874999904
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf510 1.5685902414990387 1.5925692486279817 82.6800002 1.2299997000000076
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf511 1.613883087334039 1.6365099472002798 81.760000475 2.6099992875000027
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf512 1.511486001758839 1.536676495359431 82.911666325 0.8825005125000018
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf513 1.5636696182123044 1.5875193330847028 82.160001325 2.009998012500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf514 1.3399250912780674 1.3622563460344876 83.803334025 0.09666597500000196
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf515 1.4010886207182014 1.4231231131089004 82.997500875 0.7537486874999999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf516 1.5641518156464818 1.5874482956398241 82.31833355 1.7724996749999917
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf517 1.6145791632127373 1.636327060289073 82.0241662 2.2137507000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf518 1.5551017641861624 1.5788131760229598 82.910833 0.883750500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf519 1.5628754499003956 1.5840086239312072 83.188333525 0.46749971249999334
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf520 1.5628922444598272 1.5870849224612205 81.881666625 2.427500062500009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf521 1.5211142013817016 1.5464937481760686 82.80249995 1.0462500750000032
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf522 1.5643234712105119 1.5877431113787701 82.543333225 1.4350001625000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf523 1.5551017641861624 1.5789719787084546 82.848334075 0.9774988875000048
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf524 1.473579188181056 1.4950600504998555 81.972500575 2.291249137500003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf525 1.5533066343643847 1.577247630298737 81.941666425 2.337500362500009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 24
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf526 1.5118952272458412 1.5376133489581074 82.219999575 1.9200006374999958
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf527 1.613883087334039 1.6364959673087007 81.840834275 2.488748587499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf528 1.613883087334039 1.6360163608284957 81.81916545 2.5212518250000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf529 1.5551017641861624 1.5788601898853842 82.919167075 0.8712493874999936
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf530 1.581114619043853 1.6020578439499238 82.860833125 0.9587503125000012
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf531 1.4355541736226538 1.458657135839638 82.01916625 2.2212506250000033
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-52 gpu group_conv fp16 1
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-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf532 1.5551017641861624 1.5789455449439387 82.91583395 0.8762490749999898
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf533 1.472494651252602 1.4984090346906769 82.601667225 1.3474991625000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 21
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 gpu conv perf 22
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf534 1.437808457185649 1.4586350776041386 83.209166525 0.6908334749999995
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf535 1.5776567149081635 1.5991078301885084 81.8266666 2.5100001000000063
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 4
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf536 1.613883087334039 1.63636461151248 81.899999425 2.4000008624999936
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf537 1.5535949432651461 1.5726744697216335 81.961666825 2.307499762500008
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf538 1.5685084444663566 1.5927446067299988 82.533334125 1.4499988125000058
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf539 1.613883087334039 1.6364819782957696 81.802500375 2.546249437500009
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf540 1.5533066343643847 1.5771683982963216 82.054166 2.1687510000000074
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf541 1.3717940947048348 1.3968248318450374 81.874166325 2.4387505124999933
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf542 1.6807832617768474 1.7075679223419977 81.7308337 2.6537494499999923
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf543 1.636402803100752 1.6680656737073547 81.966666975 2.299999537500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf544 1.5165427687004698 1.541864039596804 82.004999375 2.2425009375000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf545 1.5084109634337999 1.5338838084587882 81.974999475 2.2875007874999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf546 1.4570633706298035 1.4778756049399941 82.9716665 0.7925002500000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf547 1.5062654091152743 1.531705424727918 82.2008329 1.948750650000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf548 1.531697818111587 1.5571345326700758 82.365832725 1.7012509124999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf549 1.4660569506581231 1.4874578584729747 82.3308338 1.7537493000000097
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf550 1.5249026227485267 1.5502594384604969 82.971665775 0.7925013374999921
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf551 1.6274283506051912 1.6587884484113524 82.679166975 1.2312495374999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf552 1.6414865481819854 1.673420479909829 82.344166025 1.7337509624999896
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf553 1.574235117949157 1.606594584975726 82.4325004 1.6012494000000075
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf554 1.5947002986688572 1.6156263429683895 81.95416715 2.3187492749999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf555 1.5636696182123044 1.5879557812905436 82.128332675 2.0575009875000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf556 1.4704524373197303 1.496919154650873 82.024166675 2.2137499874999946
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf557 1.5163592533252508 1.5418034090431947 82.098334025 2.1024989625000003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf558 1.4579446230765511 1.4853545783521895 82.0374996 2.193750599999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf559 1.7219622437810345 1.7493114891880555 81.97000035 2.2949994749999902
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf560 1.613883087334039 1.636449558310166 81.831666925 2.50249961250001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf561 1.5296386647098614 1.5525916329164011 82.32749915 1.7587512750000087
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf562 1.4836403116343144 1.510106895843299 82.27833265 1.8325010250000062
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
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-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf563 1.5544595282466314 1.5787707302233474 82.06999995 2.145000075000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 35
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf564 1.5634816247380485 1.5875238242983123 82.120000225 2.0699996625000026
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf565 1.4661426537196045 1.4886168811585734 81.885832575 2.4212511375000076
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf566 1.5507817604066598 1.5751203178168292 82.565833075 1.4012503874999993
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf567 1.498026606235451 1.5233367501626731 83.36999895 0.5300010500000042
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf568 1.5529500262439015 1.572742749121387 81.8975002 2.403749700000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf569 1.613883087334039 1.6365279848767722 81.817499575 2.523750637500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf570 1.5503595985390384 1.5751741171153275 82.4450007 1.5824989500000086
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf571 1.4747928707596345 1.4949664393275963 82.526667025 1.459999462500008
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf572 1.5551017641861624 1.5790306958736218 82.89750005 0.9037499249999925
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf573 1.6000319860263066 1.6253405066703586 82.4050009 1.6424986499999932
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf574 1.5455525133471724 1.5706023667038427 82.005000575 2.2424991375000047
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf575 1.5463497968189561 1.576966706212157 82.73666665 1.1450000249999945
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 27
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf576 1.6145791632127373 1.6364179667314949 81.98416615 2.2737507750000105
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf577 1.552990326351822 1.5770643276091056 81.9933335 2.2599997499999915
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 5
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf578 1.613883087334039 1.6365421831542657 81.7708328 2.5937508000000093
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf579 1.457028279920314 1.4793178370134776 81.84333405 2.4849989250000064
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf580 1.613883087334039 1.6363879685320333 81.928334325 2.3574985125000083
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf581 1.519379056775517 1.5382928121788724 82.05833345 2.1624998249999905
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf582 1.625493330687931 1.6582965974356028 82.086666425 2.1200003624999937
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 4
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-61 gpu conv perf 25
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf583 1.5636696182123044 1.5878394370175042 82.176665525 1.9850017124999937
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf584 1.5551017641861624 1.578916082281309 82.935000225 0.847499662500006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf585 1.5636696182123044 1.5878694493236074 82.149167275 2.0262490875000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf586 1.5533066343643847 1.5772770306531827 81.972500125 2.2912498125000056
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf587 1.5636696182123044 1.5874957829395988 82.220833625 1.918749562500004
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf588 1.4661426537196045 1.488522997596032 81.91916675 2.3712498749999966
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf589 1.400463189002873 1.4223834868434924 83.70000065 0.19999934999999314
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf590 1.3420474325651945 1.3651428320334407 82.0049996 2.2425005999999925
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 22
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-55 gpu conv perf 25
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-61 gpu conv perf 22
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 25
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf591 1.613883087334039 1.6362488102325166 81.94333375 2.3349993750000095
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf592 1.5898155592516816 1.6110568781584966 81.838333525 2.492499712500006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf593 1.511919009247489 1.5370016472053423 82.051666825 2.172499762500003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf594 1.613883087334039 1.636393587434667 81.782499775 2.5762503374999923
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf595 1.5776567149081635 1.5991263601969403 82.05833335 2.162499975000003
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf596 1.5691659219729348 1.5927137998115688 82.86166745 0.9574988250000018
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf597 1.4651513097727444 1.4875161028841681 82.691667675 1.2124984874999925
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf598 1.5634816247380485 1.5875669702818012 81.96083335 2.308749974999998
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf599 1.613883087334039 1.6359847298461039 81.83666635 2.4950004749999977
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf600 1.5533066343643847 1.5772212542372719 81.939167525 2.341248712499997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf601 1.6146765950780144 1.6363855366710722 82.089999825 2.11500026249999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf602 1.5551017641861624 1.5790309092317838 82.9633338 0.8049992999999986
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf603 1.4733338777219207 1.4952768827135885 82.144167675 2.0337484874999916
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf604 1.4858601049135012 1.50984334119214 81.7833324 2.575001399999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf605 1.3711145690852076 1.3958519342158155 81.790833225 2.5637501625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf606 1.5644745365140384 1.5873007666947931 82.427500575 1.6087491375000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf607 1.5636696182123044 1.5876788457521749 82.265 1.8524999999999991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf608 1.5165360849140161 1.5420884957144492 82.133333775 2.0499993375000045
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf609 1.613883087334039 1.636265423584827 81.738333375 2.6424999375000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf610 1.613883087334039 1.636301323915749 81.85166645 2.4725003250000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf611 1.5985475314133268 1.6209236354857088 81.937500575 2.343749137499998
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 6
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf612 1.5388083749711166 1.5643739151269722 82.202499525 1.9462507125000101
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf613 1.4185833302846032 1.4499947964022764 82.24333365 1.884999525000005
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 6
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf614 1.5636696182123044 1.58757590698842 82.298333175 1.8025002375000057
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf615 1.5685084444663566 1.5923925545241961 82.544166525 1.4337502125000086
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf616 1.5064576353837837 1.5278154762084433 81.765833075 2.601250387499995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf617 1.613883087334039 1.636481551851663 81.826666125 2.510000812499996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf618 1.5636696182123044 1.5878692335702393 82.2766662 1.835000700000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf619 1.4779483521909687 1.4994322203485204 82.504166975 1.493749537499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf620 1.5071489992240374 1.5272728784551282 82.394165275 1.658752087499991
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf621 1.613883087334039 1.636573835696725 81.827499475 2.5087507875000057
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf622 1.5636696182123044 1.5877829110134243 82.16916735 1.9962489750000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf623 1.571529271267954 1.5929423098619535 81.772500575 2.5912491375000073
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 7
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf624 1.5288202186490758 1.5584562300369664 81.857500375 2.463749437499999
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf625 1.5378565875735308 1.5627278680996024 82.26666605 1.8500009250000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 23
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf626 1.493137717690662 1.518551732393656 82.0924993 2.11125105
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 6
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf627 1.5805744789214995 1.6110888112355883 81.8816664 2.4275003999999996
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf628 1.4901283202243076 1.5164124204448586 81.857500775 2.463748837499992
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 21
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf629 1.5636696182123044 1.5876356305260604 82.237499425 1.8937508625000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf630 1.4381427138523375 1.4602229136728202 82.053333125 2.170000312500008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 5
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 6
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 24
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf631 1.5637295923834014 1.5877474905102964 81.719166375 2.6712504374999995
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 22
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf632 1.519417633315858 1.5426001148582458 82.118333475 2.0724997875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 24
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf633 1.609745528282353 1.642837264531369 82.164166925 2.0037496124999947
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 3
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 gpu conv perf 28
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf634 1.6145791632127373 1.636541309974509 81.875000175 2.437499737500005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf635 1.613883087334039 1.6361099016480234 81.75083355 2.623749675000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf636 1.4770459707218524 1.4994707174497475 82.4666666 1.5500001000000054
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf637 1.6419173548491317 1.6613922611988552 81.975833275 2.286250087500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 3
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf638 1.5636696182123044 1.5878990313159718 82.164167225 2.0037491625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf639 1.5534969579462197 1.5774038654768288 81.6924997 2.7112504500000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf640 1.5534969579462197 1.5774346532853538 81.784167025 2.573749462499997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 23
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf641 1.5113451285801358 1.5365993778442082 82.6116663 1.332500550000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 23
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf642 1.5535945224010428 1.5726542512138588 82.004999975 2.242500037499994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf643 1.5371067427245941 1.5686834603999025 82.75750025 1.1137496249999899
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv fp16 1
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf644 1.581114619043853 1.60156458128996 83.018333125 0.7225003125000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 7
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 6
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf645 1.3937983398580456 1.4172615452736388 83.52916655 0.3708334500000007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf646 1.6114138009593164 1.6414304090490572 82.601666525 1.3475002125000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 7
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 5
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf647 1.3473734559015982 1.3723113316476876 81.703333925 2.694999112500007
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 4
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 27
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv perf 24
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-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv samp 36
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf648 1.613883087334039 1.6362581622645154 81.90416665 2.39375002500001
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf649 1.3714404834483025 1.3948377230163438 82.14333415 2.0349987749999983
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 22
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
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-61 gpu conv perf 22
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf650 1.4742409721834788 1.498492563997733 81.742500725 2.636248912500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 24
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 22
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf651 1.5636696182123044 1.587896033738805 82.10916575 2.0862513749999962
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf652 1.5636696182123044 1.587896182732395 82.17749895 1.9837515749999994
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 4
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf653 1.4006769231239862 1.4243884077711846 82.376667 1.6849995000000035
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 28
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 23
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf654 1.5529500262439015 1.5723702637846344 82.0166669 2.224999649999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf655 1.511192202701608 1.5364124835856963 82.560000375 1.409999437499998
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf656 1.4793367057631694 1.5034705956737864 82.0675003 2.148749549999991
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 21
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-52 gpu group_conv fp16 1
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-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 31
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 gpu mul fp16 1 add fp16 1
-84 gpu softmax fp16 1
------
-+++++
-conf657 1.5634816247380485 1.5873620504131194 82.142498775 2.0362518374999894
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 7
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 22
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf658 1.5395800462555518 1.5660744173209262 82.331666725 1.7524999124999923
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 21
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf659 1.5685902414990387 1.592525830321751 82.7775 1.0837499999999949
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 gpu conv perf 25
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf660 1.613883087334039 1.6364179106540273 81.873332925 2.4400006125000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 7
-84 gpu softmax fp16 1
------
-+++++
-conf661 1.5643230445136886 1.5875746839429277 82.532499475 1.4512507875000082
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 7
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf662 1.5636696182123044 1.5876058426651187 82.1675003 1.9987495499999994
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf663 1.6145791632127373 1.636449614469123 81.8491659 2.476251149999996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
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-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 24
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf664 1.444732294800295 1.473927060995078 82.2949999 1.8075001500000099
-1 gpu conv fp16 1
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-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 promise swing_level 7
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 6
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
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-66 gpu relu fp16 1
-67 gpu conv fp16 1
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-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-79 gpu conv perf 28
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf665 1.4507486395571252 1.4744999286223952 82.50833415 1.487498775000006
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv fp16 1
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
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-55 promise swing_level 3
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
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-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
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-67 promise swing_level 3
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
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-72 gpu relu fp16 1
-73 gpu conv perf 28
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-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf666 1.613883087334039 1.6359832438281463 81.859999675 2.460000487500004
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf667 1.4960496123098619 1.5202853857791285 81.885833175 2.421250237499997
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 5
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
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-73 gpu conv perf 23
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-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf668 1.5636696182123044 1.5875462703711125 82.2216673 1.9174990500000106
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf669 1.6919184444167392 1.7223274005839888 81.986667025 2.269999462499996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 promise swing_level 5
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 4
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 30
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf670 1.5533066343643847 1.5771478174082652 81.8800007 2.429998950000005
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
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-48 gpu relu fp16 1
-49 gpu conv perf 24
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
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-61 promise swing_level 3
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
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-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf671 1.5529500262439015 1.5726580633523686 81.9174996 2.373750600000001
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
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-43 gpu conv fp16 1
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-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
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-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf672 1.4333385541214974 1.4560932575824024 82.884166575 0.9237501375000079
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
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-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-49 gpu conv perf 25
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-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
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-60 gpu relu fp16 1
-61 promise swing_level 5
-62 gpu batchnorm fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 4
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 25
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf673 1.613883087334039 1.6364788818216294 81.824166075 2.5137508875000094
-1 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
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-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 3
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 4
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf674 1.4020666882765112 1.4250543859397033 82.6766664 1.235000399999997
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
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-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
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-73 gpu conv perf 24
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 promise swing_level 4
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf675 1.5636696182123044 1.5874390658382942 82.072500275 2.141249587500006
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 7
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf676 1.5073916347089427 1.5322958435986973 82.385000975 1.6724985375000045
-1 gpu conv fp16 1
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-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 gpu conv perf 24
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-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv perf 21
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf677 1.5685084444663566 1.5923417584574309 82.68166655 1.2275001749999959
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 6
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 25
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 3
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
-+++++
-conf678 1.5636696182123044 1.5877755660012574 82.355833475 1.7162497875000042
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 6
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 5
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
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-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf679 1.430664933010679 1.4545346344051613 81.7883331 2.567500349999996
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 4
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
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-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
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-67 gpu conv perf 21
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-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 5
-84 gpu softmax fp16 1
------
-+++++
-conf680 1.5636696182123044 1.587399603034062 82.21833465 1.922498024999996
-1 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
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-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
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-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 7
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 7
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 4
-84 gpu softmax fp16 1
------
-+++++
-conf681 1.5636696182123044 1.5878986965833461 82.2674998 1.848750300000006
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 4
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 gpu conv perf 21
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 3
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 6
-84 gpu softmax fp16 1
------
-+++++
-conf682 1.613883087334039 1.6362725849679902 81.80916655 2.5362501749999993
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 promise swing_level 3
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 promise swing_level 3
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu group_conv fp16 1
-41 gpu batchnorm fp16 1
-42 gpu relu fp16 1
-43 gpu conv fp16 1
-44 gpu batchnorm fp16 1
-45 gpu relu fp16 1
-46 gpu group_conv fp16 1
-47 gpu batchnorm fp16 1
-48 gpu relu fp16 1
-49 promise swing_level 3
-50 gpu batchnorm fp16 1
-51 gpu relu fp16 1
-52 gpu group_conv fp16 1
-53 gpu batchnorm fp16 1
-54 gpu relu fp16 1
-55 promise swing_level 5
-56 gpu batchnorm fp16 1
-57 gpu relu fp16 1
-58 gpu group_conv fp16 1
-59 gpu batchnorm fp16 1
-60 gpu relu fp16 1
-61 promise swing_level 3
-62 gpu batchnorm fp16 1
-63 gpu relu fp16 1
-64 gpu group_conv fp16 1
-65 gpu batchnorm fp16 1
-66 gpu relu fp16 1
-67 promise swing_level 5
-68 gpu batchnorm fp16 1
-69 gpu relu fp16 1
-70 gpu group_conv fp16 1
-71 gpu batchnorm fp16 1
-72 gpu relu fp16 1
-73 promise swing_level 6
-74 gpu batchnorm fp16 1
-75 gpu relu fp16 1
-76 gpu group_conv fp16 1
-77 gpu batchnorm fp16 1
-78 gpu relu fp16 1
-79 gpu conv samp 32
-80 gpu batchnorm fp16 1
-81 gpu relu fp16 1
-82 gpu pool_mean fp16 1
-83 promise swing_level 3
-84 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index 2446df6fd92916884d6a1434e4d6af8e511fa1c2..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,1756 +0,0 @@
-10573.75288
-+++++
-conf1 1 1 87.93 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 1.2612429714492466 1.2750271448366257 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.2612429714492466 1.2750271448366257 87.099998 1.2450030000000112
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 1.2612429714492466 1.2750271448366257 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 1.2612429714492466 1.2750271448366257 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 1.2612429714492466 1.2750271448366257 86.699997 1.845004500000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 1.2612429714492466 1.2750271448366257 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 1.2612429714492466 1.2750271448366257 86.68 1.875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 1.2612429714492466 1.2750271448366257 86.979996 1.4250060000000104
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 1.2612429714492466 1.2750271448366257 87.159996 1.1550060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 1.2612429714492466 1.2750271448366257 86.699997 1.845004500000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 1.2612429714492466 1.2750271448366257 86.819992 1.6650120000000115
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 1.269497067522303 1.2841002490569016 86.680008 1.874988000000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 1.2612429714492466 1.2750271448366257 87.059998 1.3050030000000206
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 1.2612429714492466 1.2750271448366257 86.68 1.875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 1.2612429714492466 1.2750271448366257 86.0 2.8950000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 1.269536697255896 1.2841142903606133 86.139999 2.6850015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 1.2612429714492466 1.2750271448366257 86.68 1.875
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 1.2612429714492466 1.2750271448366257 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 1.2612429714492466 1.2750271448366257 86.440002 2.234997
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 1.2612429714492466 1.2750271448366257 86.720009 1.8149865000000034
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 1.2612429714492466 1.2750271448366257 87.059998 1.3050030000000206
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 1.2612429714492466 1.2750271448366257 86.720001 1.8149985000000157
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 1.2612429714492466 1.2750271448366257 86.0 2.8950000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 1.2612429714492466 1.2750271448366257 86.840004 1.6349940000000203
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 1.269536697255896 1.2841142903606133 86.259995 2.505007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 1.2612429714492466 1.2750271448366257 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 1.2612429714492466 1.2750271448366257 87.099998 1.2450030000000112
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 1.2612429714492466 1.2750271448366257 86.120003 2.7149955000000148
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 1.2612429714492466 1.2750271448366257 86.18 2.625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 1.2612429714492466 1.2750271448366257 86.280006 2.47499100000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index 6076a74acd662a96e2ba75d5dde4e3311ef88142..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,1396 +0,0 @@
-10573.75288
-+++++
-conf1 1 1 87.93 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 1.251850209242939 1.2669168243262516 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.2373797588285806 1.2556202088999737 87.099998 1.2450030000000112
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 1.2611023241038184 1.2757019844595818 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 1.251850209242939 1.2669168243262516 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 1.2611023241038184 1.2757019844595818 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 1.2606057214713449 1.275277914032944 87.159996 1.1550060000000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 1.1948287358579142 1.2149558252283088 86.819992 1.6650120000000115
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 25
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 1.269497067522303 1.2841002490569016 86.680008 1.874988000000009
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 22
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 1.1916830879020586 1.2119159898585588 87.059998 1.3050030000000206
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 1.1863958257449978 1.2075895099550815 86.0 2.8950000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 25
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 1.2661118479746682 1.2817623247527898 86.139999 2.6850015000000056
-1 gpu conv perf 29
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 1.251850209242939 1.2669168243262516 87.259995 1.005007500000005
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 1.257725908850961 1.2732651918361417 86.440002 2.234997
-1 gpu conv perf 28
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 1.2612429714492466 1.2750271448366257 87.919998 0.4100020000000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 1.1916830879020586 1.2119159898585588 87.059998 1.3050030000000206
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 1.2278870412790468 1.2472711624743653 86.0 2.8950000000000102
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 29
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 1.2364291355364474 1.2544927578321974 86.840004 1.6349940000000203
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 1.2666159823159697 1.282073601620529 86.259995 2.505007500000005
-1 gpu conv perf 28
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 1.2611023241038184 1.2757019844595818 87.039993 1.335010500000017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 1.2373797588285806 1.2556202088999737 87.099998 1.2450030000000112
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 1.2274010034048497 1.2466407637207864 86.120003 2.7149955000000148
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 1.1832943664257716 1.204586378517438 86.18 2.625
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 1.2283377896391983 1.247754139039692 86.280006 2.47499100000001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 1.269536697255896 1.2841142903606133 86.639999 1.9350015000000056
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index f0897263107c0e6e82f64e9230c30a6c9f982774..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,7876 +0,0 @@
-10573.75288
-+++++
-conf1 1 1 87.93 0.0
-1 gpu conv fp32 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp32 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp32 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp32 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp32 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp32 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf2 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf3 1.2612429714492466 1.2750271448366257 87.166664 1.1450040000000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf4 1.3712448796488417 1.3847127497338239 86.889999375 1.560000937500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf5 1.3712448796488417 1.3847851382502185 87.236666875 1.0399996875000141
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf6 1.2612429714492466 1.2750271448366257 86.766663 1.745005500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf7 1.3712448796488417 1.3846802801120521 87.2891663 0.9612505500000026
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf8 1.3712448796488417 1.3843601332209967 87.29416665 0.9537500250000193
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf9 1.3712448796488417 1.3847127497338239 87.267499425 0.9937508625000149
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf10 1.3712448796488417 1.3847851382502185 86.775000325 1.73249951250002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf11 1.3712448796488417 1.3843601332209967 86.1258333 2.7062500500000155
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf12 1.6270640152354965 1.6356711666927741 86.239167575 2.536248637500016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf13 1.269536697255896 1.2841142903606133 86.433342 2.244987000000016
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf14 1.3712448796488417 1.3843601332209967 86.783333525 1.7199997125000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf15 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf16 1.474473336573475 1.4850154370852322 86.242499475 2.5312507875000065
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf17 1.3712448796488417 1.3847127497338239 86.88666565 1.5650015250000138
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf18 1.3712448796488417 1.3847127497338239 86.624999825 1.9575002625000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf19 1.2612429714492466 1.2750271448366257 86.766663 1.745005500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf20 1.2612429714492466 1.2750271448366257 86.733337 1.7949945000000014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf21 1.3712448796488417 1.3847127497338239 86.063334275 2.7999985875000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf22 1.3712448796488417 1.3847127497338239 87.24666645 1.0250003250000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf23 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf24 1.3712448796488417 1.3843601332209967 87.311666475 0.9275002875000169
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf25 1.3712448796488417 1.3846802801120521 87.3283339 0.9024991500000041
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf26 1.3712448796488417 1.3846802801120521 86.918332925 1.5175006125000081
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf27 1.3712448796488417 1.3847851382502185 87.284166775 0.9687498375000061
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf28 1.3712448796488417 1.3847851382502185 86.83166565 1.6475015250000027
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf29 1.2612429714492466 1.2750271448366257 86.666664 1.8950040000000143
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf30 1.3712448796488417 1.3846802801120521 87.3241679 0.908748150000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf31 1.6270640152354965 1.6362645182716495 86.158333975 2.6574990375000027
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf32 1.3712448796488417 1.3847851382502185 86.63583385 1.9412492250000142
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf33 1.3712448796488417 1.3847851382502185 86.372500975 2.336248537500019
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf34 1.3712448796488417 1.3846802801120521 86.6783331 1.8775003500000054
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf35 1.3712448796488417 1.3847851382502185 86.0374994 2.838750900000008
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf36 1.6270640152354965 1.6362645182716498 86.150000175 2.6699997375000066
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf37 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf38 1.6270640152354965 1.6364358659738005 86.17916675 2.6262498750000205
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf39 1.3712448796488417 1.3847851382502185 86.79166795 1.7074980750000037
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf40 1.6270640152354965 1.6360444565598944 86.058333575 2.807499637500001
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf41 1.3712448796488417 1.3843601332209967 87.299999975 0.9450000375000016
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf42 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf43 1.3712448796488417 1.3845176923121385 87.34833265 0.8725010250000054
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf44 1.3712448796488417 1.3845176923121385 86.9683334 1.4424999000000014
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf45 1.3712448796488417 1.3843601332209967 87.280833725 0.9737494125000197
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf46 1.2612429714492466 1.2750271448366257 86.666664 1.8950040000000143
-1 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf47 1.2612429714492466 1.2750271448366257 86.766663 1.745005500000019
-1 gpu conv fp16 1
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-31 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf48 1.2612429714492466 1.2750271448366257 87.166664 1.1450040000000143
-1 gpu conv fp16 1
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-25 gpu conv fp16 1
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-31 gpu conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf49 1.3712448796488417 1.3847127497338239 86.857499875 1.6087501875000072
-1 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf50 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-31 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf51 1.3712448796488417 1.3847851382502185 87.275000075 0.982499887500019
-1 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf52 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf53 1.3712448796488417 1.3843601332209967 86.9333332 1.4950001999999998
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf54 1.3712448796488417 1.3845176923121385 87.27083365 0.98874952500001
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf55 1.3712448796488417 1.3847851382502185 86.77000015 1.7399997750000082
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf56 1.3712448796488417 1.3847127497338239 87.296666375 0.9500004375000088
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf57 1.269536697255896 1.2841142903606133 86.366669 2.3449965000000077
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf58 1.474473336573475 1.4851967425228565 86.117499325 2.7187510125000145
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf59 1.3712448796488417 1.3847851382502185 87.32000105 0.9149984250000074
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf60 1.3712448796488417 1.3847851382502185 86.784165925 1.7187511125000157
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf61 1.3712448796488417 1.3847127497338239 87.3066651 0.9350023500000049
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf62 1.6270640152354965 1.636536966263475 86.082499875 2.7712501875000157
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf63 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf64 1.3712448796488417 1.3847851382502185 86.05083405 2.8187489250000013
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf65 1.3712448796488417 1.3846802801120521 87.3058339 0.9362491500000161
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf66 1.3712448796488417 1.3843601332209967 87.304999475 0.9375007875000065
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf67 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf68 1.269536697255896 1.2841142903606133 86.366669 2.3449965000000077
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf69 1.3712448796488417 1.3846802801120521 86.8958327 1.5512509500000107
-1 gpu conv fp16 1
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-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf70 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf71 1.3712448796488417 1.3843601332209967 86.989999975 1.410000037500005
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf72 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf73 1.3712448796488417 1.3847127497338239 86.847501625 1.6237475625000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf74 1.3712448796488417 1.3847851382502185 86.81583275 1.6712508750000126
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf75 1.269536697255896 1.2841142903606133 86.366669 2.3449965000000077
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 21
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf76 1.3712448796488417 1.3847851382502185 86.441666825 2.2324997625000123
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf77 1.474473336573475 1.4855045031534633 86.17749975 2.628750375000017
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf78 1.6270640152354965 1.6364916130948153 86.127499 2.70375150000001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf79 1.3712448796488417 1.3847127497338239 86.658334175 1.9074987375000205
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf80 1.3712448796488417 1.3843601332209967 86.676666275 1.8800005875000068
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf81 1.6270640152354965 1.6362645182716498 86.089999125 2.760001312500002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf82 1.2612429714492466 1.2750271448366257 87.166664 1.1450040000000143
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf83 1.6270640152354965 1.6363451733563037 86.2258335 2.5562497500000205
-1 gpu conv fp16 1
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-19 promise swing_level 5
-20 gpu batchnorm fp16 1
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-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-31 promise swing_level 5
-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf84 1.6270640152354965 1.6362645182716495 86.255832625 2.5112510625000155
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 promise swing_level 3
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf85 1.6270640152354965 1.6361181191711849 86.251666225 2.5175006625000194
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 promise swing_level 5
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf86 1.6270640152354965 1.6360444565598944 86.198333375 2.597499937500004
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 promise swing_level 3
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf87 1.6270640152354965 1.6364916130948155 86.043332925 2.830000612500008
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 promise swing_level 5
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf88 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf89 1.3712448796488417 1.3843601332209967 87.301665775 0.9425013375000049
-1 gpu conv fp16 1
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-31 promise swing_level 7
-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf90 1.3712448796488417 1.3845176923121385 87.2949999 0.9525001500000201
-1 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf91 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf92 1.3712448796488417 1.3847127497338239 86.886665975 1.5650010375000107
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf93 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-39 gpu relu fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf94 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-39 gpu relu fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf95 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf96 1.3712448796488417 1.3847127497338239 86.656666625 1.9100000625000106
-1 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf97 1.3712448796488417 1.3845176923121385 86.419167025 2.2662494625000207
-1 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf98 1.6270640152354965 1.6361181191711849 86.22833235 2.552501475000007
-1 gpu conv fp16 1
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-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf99 1.6270640152354965 1.6362645182716495 86.206666125 2.585000812500013
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf100 1.6270640152354965 1.6364916130948153 86.1725 2.636250000000011
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf101 1.6270640152354965 1.6361634516401544 86.2274992 2.553751200000015
-1 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 promise swing_level 4
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf102 1.3712448796488417 1.3846802801120521 86.936667075 1.4899993875000064
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf103 1.474473336573475 1.4855045031534633 86.216666 2.570001000000005
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf104 1.474473336573475 1.4850154370852322 86.196668575 2.5999971375000044
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf105 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf106 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf107 1.3712448796488417 1.3843601332209967 86.568333825 2.042499262500016
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf108 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf109 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf110 1.474473336573475 1.4855045031534633 86.35999975 2.35500037500001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf111 1.3712448796488417 1.3847851382502185 86.162498825 2.65125176250001
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf112 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-13 gpu conv fp16 1
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-19 gpu conv fp16 1
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-22 gpu group_conv fp16 1
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-25 gpu conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf113 1.3712448796488417 1.3847851382502185 86.401667325 2.292499012500002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf114 1.3712448796488417 1.3846802801120521 87.32833315 0.9025002750000013
-1 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf115 1.3712448796488417 1.3847851382502185 86.784167825 1.7187482625000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
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-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf116 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf117 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
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-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf118 1.2612429714492466 1.2750271448366257 86.733337 1.7949945000000014
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
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-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf119 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf120 1.3712448796488417 1.3847851382502185 86.8250003 1.6574995500000114
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf121 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf122 1.3712448796488417 1.3845176923121385 87.325833725 0.9062494125000171
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf123 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf124 1.3712448796488417 1.3843601332209967 86.9791668 1.426249800000008
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-10 gpu group_conv fp16 1
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-13 gpu conv fp16 1
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-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
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-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf125 1.3712448796488417 1.3845176923121385 86.9275005 1.5037492500000198
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
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-16 gpu group_conv fp16 1
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-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf126 1.474473336573475 1.4855045031534633 86.343332825 2.3800007625000035
-1 gpu conv fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf127 1.6270640152354965 1.6360444565598944 86.2050007 2.587498950000011
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-7 gpu conv fp16 1
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-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf128 1.474473336573475 1.4850154370852322 86.0024996 2.8912506000000207
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
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-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
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-27 gpu relu fp16 1
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-30 gpu relu fp16 1
-31 gpu conv fp16 1
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-34 gpu group_conv fp16 1
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-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf129 1.3712448796488417 1.3847851382502185 86.818333975 1.6674990375000078
-1 gpu conv fp16 1
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-19 gpu conv fp16 1
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-25 gpu conv fp16 1
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-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
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-39 gpu relu fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf130 1.2612429714492466 1.2750271448366257 86.0 2.8950000000000102
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf131 1.474473336573475 1.4854212019679818 86.2116658 2.5775013000000015
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf132 1.2612429714492466 1.2750271448366257 86.799995 1.6950075000000169
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf133 1.3712448796488417 1.3847127497338239 86.89500025 1.5524996250000171
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf134 1.3712448796488417 1.3843601332209967 86.8916666 1.55750010000002
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf135 1.6270640152354965 1.6364358659738005 86.14666615 2.675000775000008
-1 gpu conv fp16 1
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-19 promise swing_level 4
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-42 gpu softmax fp32 1
------
-+++++
-conf136 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf137 1.474473336573475 1.4855045031534633 86.249166925 2.5212496125000143
-1 gpu conv fp16 1
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-19 promise swing_level 3
-20 gpu batchnorm fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf138 1.3712448796488417 1.3843601332209967 86.821665525 1.6625017125000099
-1 gpu conv fp16 1
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-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf139 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf140 1.3712448796488417 1.3846802801120521 87.3533325 0.8650012500000201
-1 gpu conv fp16 1
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-31 promise swing_level 5
-32 gpu batchnorm fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf141 1.3712448796488417 1.3846802801120521 87.378332275 0.8275015875000022
-1 gpu conv fp16 1
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-31 promise swing_level 5
-32 gpu batchnorm fp16 1
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-37 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf142 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf143 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf144 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
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-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf145 1.2612429714492466 1.2750271448366257 86.933327 1.4950095000000019
-1 gpu conv fp16 1
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-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf146 1.3712448796488417 1.3845176923121385 86.67083325 1.8887501250000085
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf147 1.3712448796488417 1.3845176923121385 86.68999935 1.8600009750000197
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf148 1.3712448796488417 1.3843601332209967 86.950833225 1.4687501625000152
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf149 1.3712448796488417 1.3847851382502185 86.790000575 1.70999913750002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf150 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf151 1.3712448796488417 1.3845176923121385 86.42916705 2.2512494250000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf152 1.3712448796488417 1.3847851382502185 87.285832675 0.9662509875000183
-1 gpu conv fp16 1
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-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf153 1.3712448796488417 1.3845176923121385 86.089165225 2.761252162500007
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf154 1.3712448796488417 1.3843601332209967 87.30166615 0.9425007750000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf155 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf156 1.3712448796488417 1.3847127497338239 86.837498825 1.6387517625000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf157 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf158 1.2612429714492466 1.2750271448366257 87.200005 1.0949925000000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf159 1.2612429714492466 1.2750271448366257 86.766663 1.745005500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf160 1.3712448796488417 1.3847851382502185 86.11166575 2.72750137500001
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf161 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
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------
-+++++
-conf162 1.3712448796488417 1.3847851382502185 87.292499425 0.9562508625000063
-1 gpu conv fp16 1
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-31 promise swing_level 3
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-42 gpu softmax fp32 1
------
-+++++
-conf163 1.3712448796488417 1.3843601332209967 87.304999725 0.9375004125000075
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf164 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf165 1.3712448796488417 1.3846802801120521 86.90916665 1.5312500250000056
-1 gpu conv fp16 1
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------
-+++++
-conf166 1.2612429714492466 1.2750271448366257 86.833336 1.6449960000000061
-1 gpu conv fp16 1
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------
-+++++
-conf167 1.3712448796488417 1.3847851382502185 87.23416675 1.0437498750000103
-1 gpu conv fp16 1
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-42 gpu softmax fp32 1
------
-+++++
-conf168 1.3712448796488417 1.3847851382502185 86.08583335 2.766249975000008
-1 gpu conv fp16 1
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-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf169 1.3712448796488417 1.3846802801120521 86.127499425 2.7037508625000157
-1 gpu conv fp16 1
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-31 promise swing_level 5
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-39 gpu relu fp16 1
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-41 gpu mul fp16 1 add fp32 1
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------
-+++++
-conf170 1.474473336573475 1.4854212019679818 86.24750085 2.5237487250000186
-1 gpu conv fp16 1
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-19 promise swing_level 4
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-42 gpu softmax fp32 1
------
-+++++
-conf171 1.2612429714492466 1.2750271448366257 86.433327 2.245009500000002
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf172 1.3712448796488417 1.3847851382502185 86.61416705 1.9737494250000012
-1 gpu conv fp16 1
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-32 gpu batchnorm fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf173 1.2612429714492466 1.2750271448366257 86.599998 1.9950030000000112
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf174 1.3712448796488417 1.3845176923121385 86.0566666 2.8100001000000105
-1 gpu conv fp16 1
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-41 gpu mul fp16 1 add fp32 1
-42 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index 7fe693229d9de9c68211f7666f212c9bd7917b64..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/mobilenet_shallow/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,2251 +0,0 @@
-10573.75288
-+++++
-conf1 1 1 87.93 0.0
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-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
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-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 1.3430840557607595 1.3616644485005054 86.93166605 1.4975009250000042
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 1.1948287358579142 1.2149558252283088 86.599998 1.9950030000000112
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 25
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.2612429714492466 1.2750271448366257 87.700005 0.6299950000000024
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 1.251850209242939 1.2669168243262516 87.166664 1.1450040000000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 1.3430840557607595 1.3615120476255116 86.9866658 1.4150013000000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 1.2373797588285806 1.2556202088999737 87.200005 1.0949925000000036
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 1.3712448796488417 1.3847851382502185 87.21583265 1.0712510250000165
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 1.3712448796488417 1.3847127497338239 87.304165475 0.9387517875000029
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 1.3430840557607595 1.3618217128526668 86.891667625 1.5574985625000153
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 1.3430840557607595 1.3619231374035659 86.768333375 1.742499937500014
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 1.3712448796488417 1.3843601332209967 87.2933327 0.95500095000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 1.3712448796488417 1.3846802801120521 87.313334375 0.9249984375000153
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 1.2611023241038184 1.2757019844595818 86.666664 1.8950040000000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 1.3430840557607595 1.3618531192814454 86.847500875 1.6237486875000187
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 1.2606057214713449 1.275277914032944 86.766663 1.745005500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 1.1916830879020586 1.2119159898585588 86.833336 1.6449960000000061
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 1.4419632402084241 1.4591110423748042 86.15416655 2.663750175000011
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 1.257725908850961 1.2732651918361417 86.5 2.1450000000000102
-1 gpu conv perf 28
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 1.380283400973006 1.4005314874437191 86.310000175 2.4299997375000117
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 1.4419632402084241 1.4587555571414033 86.0424991 2.8312513500000094
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 1.3425451782876758 1.3613477533318428 86.097501 2.748748500000019
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 29
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 1.380283400973006 1.4000967635407093 86.256665775 2.5100013375000074
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 1.3672501524048228 1.3819782324091956 86.67750015 1.87874977500001
-1 gpu conv perf 29
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 1.2358167074652517 1.2547355139970717 86.066673 2.7949905000000186
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 1.5131234637287057 1.5339145132734133 86.17916635 2.626250475000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 1.2283377896391983 1.247754139039692 86.333336 2.394996000000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 1.3430840557607595 1.3618217128526668 86.873333375 1.5849999375000081
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 5
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 1.3419641529833177 1.3605269204033235 86.65500045 1.912499325000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 1.3430840557607595 1.3618531192814454 86.86833325 1.5925001250000008
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 4
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 1.4419632402084241 1.4591470965405504 86.270834325 2.488748512500017
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 1.3419641529833177 1.360338616880561 86.74000035 1.7849994750000064
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 1.2367663889035054 1.2558634016480228 85.933327 2.995009500000002
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 24
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 1.2372443830544917 1.2562746563919092 85.900002 3.0449970000000093
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 25
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 1.4419632402084241 1.4589305067609128 86.0941667 2.7537499500000067
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 1.3419641529833177 1.3605968022183448 86.5866669 2.0149996500000142
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 28
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 1.4419632402084241 1.4592274768483486 86.339167225 2.3862491625000146
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 1.5131234637287057 1.533049383679601 86.2999987 2.4450019500000053
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf39 1.380283400973006 1.400424231162533 86.205 2.587500000000013
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv fp16 1
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf40 1.3430840557607595 1.3619231374035659 86.79999965 1.6950005250000046
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf41 1.3712448796488417 1.3847851382502185 87.21333425 1.0749986250000063
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf42 1.5131234637287057 1.5340921816768622 86.0200018 2.864997300000006
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf43 1.3430840557607595 1.3616644485005054 86.948332525 1.4725012125000134
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf44 1.3430840557607595 1.3615120476255116 86.98166695 1.4224995750000033
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 30
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 7
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf45 1.5131234637287057 1.5335706054076947 86.05916625 2.806250625000004
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf46 1.5131234637287057 1.53343588202151 86.2841656 2.4687516000000187
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 6
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf47 1.28941586181319 1.3106565905910295 86.3524993 2.3662510500000025
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf48 1.5131234637287057 1.5339634940708247 86.02583295 2.8562505750000184
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv perf 23
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 promise swing_level 3
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf49 1.251850209242939 1.2669168243262516 87.166664 1.1450040000000143
-1 gpu conv fp16 1
-2 gpu batchnorm fp16 1
-3 gpu relu fp16 1
-4 gpu group_conv fp16 1
-5 gpu batchnorm fp16 1
-6 gpu relu fp16 1
-7 gpu conv fp16 1
-8 gpu batchnorm fp16 1
-9 gpu relu fp16 1
-10 gpu group_conv fp16 1
-11 gpu batchnorm fp16 1
-12 gpu relu fp16 1
-13 gpu conv fp16 1
-14 gpu batchnorm fp16 1
-15 gpu relu fp16 1
-16 gpu group_conv fp16 1
-17 gpu batchnorm fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1
-20 gpu batchnorm fp16 1
-21 gpu relu fp16 1
-22 gpu group_conv fp16 1
-23 gpu batchnorm fp16 1
-24 gpu relu fp16 1
-25 gpu conv fp16 1
-26 gpu batchnorm fp16 1
-27 gpu relu fp16 1
-28 gpu group_conv fp16 1
-29 gpu batchnorm fp16 1
-30 gpu relu fp16 1
-31 gpu conv perf 23
-32 gpu batchnorm fp16 1
-33 gpu relu fp16 1
-34 gpu group_conv fp16 1
-35 gpu batchnorm fp16 1
-36 gpu relu fp16 1
-37 gpu conv fp16 1
-38 gpu batchnorm fp16 1
-39 gpu relu fp16 1
-40 gpu pool_mean fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/#tuner_promise_confs_batch220_multi.txt# b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/#tuner_promise_confs_batch220_multi.txt#
deleted file mode 100644
index 93ad039cadea7b537fc6ad3c0b1f88afa5f1f35b..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/#tuner_promise_confs_batch220_multi.txt#
+++ /dev/null
@@ -1,6302 +0,0 @@
-23409.347945000005
-+++++
-conf1 1 1 89.4 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1
-3 gpu conv fp32 1 add fp32 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1
-11 gpu conv fp32 1 add fp32 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp32 1 add fp32 1 relu fp32 1
-15 gpu conv fp32 1 add fp32 1
-16 gpu conv fp32 1 add fp32 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1 add fp32 1 relu fp32 1
-20 gpu conv fp32 1 add fp32 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp32 1 add fp32 1 relu fp32 1
-24 gpu conv fp32 1 add fp32 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp32 1 add fp32 1 relu fp32 1
-28 gpu conv fp32 1 add fp32 1
-29 gpu conv fp32 1 add fp32 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp32 1 add fp32 1 relu fp32 1
-33 gpu conv fp32 1 add fp32 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp32 1 add fp32 1 relu fp32 1
-37 gpu conv fp32 1 add fp32 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 2.256379693233486 2.408652055044522 89.0290005 0.5564992500000159
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 3.2060646984848375 3.416306764675392 87.713000325 2.5304995125000147
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv perf 27 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 4.21450035906842 4.505322021479786 87.506999275 2.839501087500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 3.912188348108474 4.1883386272332945 87.531501575 2.802747637500019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 3.633328658051217 3.865758876838638 87.56699995 2.7495000750000145
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 3.4063997377614395 3.6304652681661436 87.842499925 2.336250112500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 2.9408800655238805 3.1211604842910936 87.57399955 2.739000675000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 3.633328658051217 3.8656253581734434 87.6109998 2.6835003000000057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 3.633328658051217 3.8659854672689997 87.59900045 2.7014993250000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 3.6760148198571643 3.906418238313716 87.531999525 2.8020007125000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 2.853538604194199 3.0600576221456173 87.684999175 2.5725012375000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv samp 33 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 4.21450035906842 4.506243367039332 87.516000375 2.825999437500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 3.477698679939057 3.7002597389408427 87.504499975 2.843250037500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 3.174160994243765 3.384374834339232 87.69499965 2.557500525000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 3.5331468777861748 3.765750711842705 87.567499975 2.7487500375000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 2.995249385391485 3.1841923188303074 87.609499925 2.685750112500017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 3.5474170003428704 3.7678134395975307 87.5435004 2.7847494000000097
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 2.645451537095501 2.822107253727753 87.606999175 2.6895012375000107
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 3.1287987241554447 3.3222336298252713 87.67950025 2.580749625000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 3.1568906373399273 3.354542681187079 87.6280004 2.6579994000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 2.7911261883577585 2.9639390067176365 87.82049955 2.3692506750000177
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 6
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 2.735864432705711 2.924452669546728 87.9240005 2.2139992500000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 3.0239817900401564 3.2439052837454803 87.55950105 2.760748425000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 2.73739027112629 2.9084742932266847 87.5750001 2.737499850000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 2.965795890764999 3.168487180233098 87.728001375 2.5079979375000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 3.1363471531585274 3.3468124844458944 87.4914997 2.86275045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 2.9231828849387584 3.1238434048755366 87.5269998 2.8095003000000105
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 3.0024881236041403 3.208269175483883 87.65149905 2.6227514250000112
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 2.775952812747095 2.968123187398019 87.598500275 2.702249587499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 3.0884932479173903 3.294479734209908 87.54249935 2.7862509750000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 2.9224195249551976 3.1224008577473388 87.6089993 2.686501050000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 2.843415311980615 3.0413254258983686 87.802000025 2.3969999625000113
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 2.448147721123161 2.6042248585606886 87.854000425 2.3189993625000156
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 3.253106326284781 3.4740198479170052 87.740999925 2.488500112500013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 2.9300229973447203 3.110388908067299 87.527499725 2.808750412500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 2.8957010817277933 3.1052827956004436 87.593499575 2.709750637500015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 2.5805597512591225 2.754333707428126 87.5815004 2.7277494000000146
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 3.753932203777518 3.9871677600777082 87.56749975 2.7487503750000144
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf39 2.256379693233486 2.408652055044522 88.99750025 0.6037496250000061
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf40 2.256379693233486 2.408652055044522 89.003000025 0.5954999624999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf41 2.474115946478462 2.63614890927574 88.256999225 1.7145011625000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf42 2.247460893237836 2.3995555443737877 88.7185015 1.0222477500000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf43 2.474339276882366 2.6365275049969568 88.25049995 1.7242500750000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf44 2.474115946478462 2.6363090632560944 88.1564994 1.8652509000000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf45 2.3522030278091255 2.5099816250418097 88.2014995 1.797750750000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 3
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf46 3.11945066092922 3.31050211575728 87.85199965 2.322000525000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf47 3.798151362054375 4.025688542646045 87.79699975 2.404500375000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf48 5.084868254665004 5.333898666369693 87.771999675 2.442000487500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf49 3.31052780022284 3.5295513608477163 87.807499425 2.388750862500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf50 3.9143069819645744 4.118531981225607 87.731999575 2.5020006375000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf51 3.7413680497004194 4.000027575008659 87.805499075 2.3917513875000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf52 2.256379693233486 2.408652055044522 89.004999975 0.5925000375000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf53 2.5928601518762866 2.766113073414276 88.935499925 0.6967501125000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf54 2.5928601518762866 2.7661358125462603 88.9274996 0.7087506000000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf55 1.981705880853352 2.1179886979169313 88.3009997 1.6485004500000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf56 2.256379693233486 2.408652055044522 89.01400035 0.5789994750000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf57 2.554435852172993 2.715905597799296 88.7140007 1.028998950000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 34 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf58 3.232563975582823 3.458950300380351 88.231499225 1.7527511625000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf59 2.743450777366917 2.9314970372843505 88.30649835 1.6402524750000111
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf60 2.455933953702318 2.6187664236138057 88.222500025 1.7662499625000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf61 2.3554064138621755 2.5122184320928365 88.37400155 1.5389976750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf62 2.1667383799606625 2.3149603794463034 89.401999025 0.39800097500001075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf63 3.3542779544749144 3.5896652391450767 88.137499875 1.8937501875000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf64 3.3542779544749144 3.5893198771904147 88.143500325 1.884749512500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf65 3.0508614834566057 3.265208558073247 88.171500225 1.8427496625000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf66 3.051689602639168 3.2698246691727997 88.107000025 1.9394999625000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf67 2.210328299152031 2.3613133032506317 89.0704996 0.4942506000000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf68 2.329200285789393 2.486354410286776 88.189499675 1.8157504875000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf69 2.5720582963469925 2.7567169115989314 88.32950015 1.6057497750000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 3
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf70 2.2197831119871245 2.366909165455664 88.349000325 1.5764995124999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf71 2.3162685204937437 2.4471748809045897 88.502999375 1.345500937500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf72 3.64007610165332 3.852567756928755 87.6659998 2.601000300000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf73 3.753932203777518 3.9875228961327904 87.5164995 2.8252507500000164
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf74 3.189231933565817 3.4136479683891183 87.90149915 2.247751274999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf75 2.607130733671128 2.796958327115185 87.540000475 2.7899992875000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf76 3.2626009687308692 3.4635036328909456 87.6910004 2.563499400000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf77 2.256379693233486 2.408652055044522 89.01750055 0.5737491750000174
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf78 2.558390386059067 2.7306163878306497 88.9860003 0.6209995500000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf79 2.4459597168551173 2.612803740536418 89.04649985 0.5302502250000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf80 2.4704186579414795 2.642451949611474 89.114499425 0.6855005750000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf81 2.4459597168551173 2.6131519790801514 89.047999975 0.5280000375000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf82 2.373759374609024 2.5326208019503986 88.9610005 0.6584992500000126
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf83 2.2569670633553467 2.4092913193599834 88.80850145 0.8872478250000171
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf84 2.256379693233486 2.408652055044522 88.991502125 0.6127468125000135
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf85 2.4171187576214654 2.577566366818048 88.6145 1.1782499999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf86 2.3701720566450897 2.526978087049126 88.37550065 1.5367490249999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf87 2.7369961325446845 2.9266766662133707 88.347499625 1.5787505625000122
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf88 3.515657840017949 3.7379660776758596 87.67699915 2.584501275000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf89 3.753932203777518 3.9871677600777082 87.56549995 2.751750075000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf90 2.635442564101106 2.827864078002603 87.74799995 2.4780000750000184
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf91 2.6016766188355622 2.765545043002662 87.52849945 2.807250825000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 3
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf92 3.6296000198490237 3.8559318101864117 87.497000275 2.854499587500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf93 2.854336537060766 3.0607315866248026 87.645499425 2.631750862500013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf94 3.208695183783026 3.394314613520429 87.816499475 2.3752507875000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf95 3.6847078629412233 3.9147697295546258 87.554999875 2.767500187500019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf96 2.256379693233486 2.408652055044522 89.016499725 0.5752504125000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf97 2.221559534824062 2.3738306845259873 89.170500175 0.6294998250000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf98 2.256379693233486 2.408652055044522 89.026500525 0.560249212500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf99 2.8445982363118274 3.005378917933002 88.17899975 1.8315003750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf100 3.103370470630642 3.278655467402187 88.1444998 1.8832503000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf101 3.103370470630642 3.278008027265765 88.3700004 1.544999400000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf102 2.8545597410820682 3.0153311038319077 88.23650015 1.745249775000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf103 2.44695578642032 2.605932046304754 88.22849925 1.7572511250000105
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf104 3.048780884061184 3.216749385304562 88.36400015 1.5539997750000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf105 2.85436900164593 3.014902174948554 88.2029984 1.7955024000000108
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf106 2.3522030278091255 2.509888014244128 88.47150095 1.3927485749999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf107 2.329542189156854 2.481496322100717 88.890000175 0.7649997375000126
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf108 3.753932203777518 3.9868843072144236 87.5524999 2.7712501500000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf109 3.7413680497004194 4.001956194412782 87.6829996 2.575500600000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf110 2.256379693233486 2.408652055044522 88.994500175 0.6082497375000102
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf111 2.2062535060439346 2.347121557223652 88.853001825 0.8204972624999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf112 2.3554064138621755 2.512072999707063 88.4375 1.4437500000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf113 2.256379693233486 2.408652055044522 88.985500375 0.6217494375000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf114 2.2666779903732093 2.4198718304980704 88.803000075 0.8954998875000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf115 2.834455843540185 3.029315089317797 88.23900015 1.7414997750000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf116 2.5683264363575278 2.738698074269938 88.3990008 1.5014988000000145
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf117 2.6501854975422114 2.8378891641178403 88.36450045 1.5532493250000172
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf118 2.834455843540185 3.0295610878649635 88.3809991 1.5285013500000133
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf119 3.008583571737653 3.206567281417065 88.3665003 1.5502495500000109
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf120 2.8347489685371414 3.030267171386416 88.155000125 1.8674998125000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf121 2.834455843540185 3.0289672926712443 88.619000225 1.1714996625000182
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf122 2.819300122759203 3.012145891246863 88.287001 1.669498500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf123 2.4568164394547463 2.618116758683514 88.316500725 1.6252489125000125
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf124 2.3757882990130224 2.5356626385923553 88.973500375 0.6397494375000079
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf125 2.5331262595959365 2.709313390224889 88.31599975 1.6260003750000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf126 2.834455843540185 3.029425657167566 88.4110002 1.483499700000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf127 2.3444674589328804 2.4979824921132012 88.532499775 1.3012503375000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 21 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf128 2.8501984683964836 3.0371177874606223 88.17049885 1.8442517250000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf129 2.9386008228102622 3.1373152163332043 87.558499725 2.762250412500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf130 3.4195882351021902 3.6303265245160294 87.818500775 2.3722488375000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf131 4.065640940508634 4.33796971588556 87.718999725 2.5215004125000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf132 3.6171961856605357 3.867933958218411 87.8739986 2.289002100000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf133 3.7413680497004194 4.000505711413703 88.020500825 2.0692487625000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf134 3.388210994610293 3.6098319272794974 87.88999915 2.2650012750000172
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf135 3.6181029919475063 3.869625872662618 87.7799999 2.430000149999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv samp 35 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf136 4.065640940508634 4.337912707469497 87.810000475 2.3849992875000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf137 3.153749519286849 3.363585924871427 87.8414997 2.3377504500000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf138 4.065640940508634 4.338417160223933 87.68000035 2.579999475000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf139 3.7793421009113852 4.039336901035829 87.648499875 2.6272501875000103
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/resnet3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/resnet3.txt
deleted file mode 100644
index fc0f3c9932e1160c22c799408430591c29374038..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/resnet3.txt
+++ /dev/null
@@ -1,406 +0,0 @@
-5554.477625
-+++++
-conf1 1 1 87.516000375 2.825999437500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf2 0.8417170952921683 0.8361318137313652 87.5435004 2.7847494000000097
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf3 0.6622673984003916 0.6577405535611336 87.82049955 2.3692506750000177
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 6
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf4 0.7382626993097082 0.7367062530412197 87.4914997 2.86275045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf5 0.8907182071298466 0.8848096818830573 87.56749975 2.7487503750000144
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf6 0.8907182071298466 0.8848884916645441 87.5164995 2.8252507500000164
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf7 0.8742929289382473 0.8687435210865424 87.554999875 2.767500187500019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf8 0.8877370342726504 0.8880914474537416 87.6829996 2.575500600000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
-+++++
-conf9 0.964679225085488 0.9627569589243773 87.68000035 2.579999475000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index f966b97e974227ab9637234ac9aadb7a59e7b099..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,3241 +0,0 @@
-23409.347945000005
-+++++
-conf1 1 1 89.4 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1
-3 gpu conv fp32 1 add fp32 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1
-11 gpu conv fp32 1 add fp32 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp32 1 add fp32 1 relu fp32 1
-15 gpu conv fp32 1 add fp32 1
-16 gpu conv fp32 1 add fp32 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1 add fp32 1 relu fp32 1
-20 gpu conv fp32 1 add fp32 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp32 1 add fp32 1 relu fp32 1
-24 gpu conv fp32 1 add fp32 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp32 1 add fp32 1 relu fp32 1
-28 gpu conv fp32 1 add fp32 1
-29 gpu conv fp32 1 add fp32 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp32 1 add fp32 1 relu fp32 1
-33 gpu conv fp32 1 add fp32 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp32 1 add fp32 1 relu fp32 1
-37 gpu conv fp32 1 add fp32 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.474643880959874 1.5771270892397877 88.779999 0.930001500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 36 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 1.564468861673128 1.6664361641793985 88.819992 0.8700120000000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 1.4649597545127762 1.5669866090206876 88.900002 0.7499970000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.5537588890640894 1.6555239739591852 88.800003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 25 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 1.5322462938612011 1.6347285325643732 88.760002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 1.5345507621012464 1.6370260463805704 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 1.5170096666044306 1.6195081048912903 89.0 0.6000000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 1.4568327882262708 1.5571310740350022 89.0 0.6000000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 28 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 35 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 1.4535995933430133 1.5534978098705423 88.800003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 28 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 1.53083147336717 1.6334688046644712 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 1.5833243655000173 1.6869767615255424 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 1.497198372428226 1.5996874501449283 88.87999 0.7800149999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 1.5521764513843561 1.6562280633585371 89.099998 0.4500030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 1.4427775960926483 1.545305382829593 89.220001 0.5799990000000094
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 1.5864511419142524 1.6904374186833604 88.880005 0.779992500000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 1.581383592331975 1.6852965453407769 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 24 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 1.456166629245086 1.5562899329581878 88.919998 0.7200029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 1.4518447834565886 1.5545749330652539 88.880005 0.779992500000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1
-11 gpu conv samp 36 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 35 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 1.5678170649406806 1.6702501982039026 88.919998 0.7200029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 1.5543368287948935 1.6570857911512469 88.900002 0.7499970000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 1.4689453316418788 1.571127478383525 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp16 1 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 1.4339540021103419 1.5349451462017014 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 35 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 1.5864511419142524 1.6904374186833604 88.860001 0.8099985000000132
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 1.4972469226723477 1.5989687081362378 88.180008 1.8299880000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 1.5988170081911115 1.7018465602914468 88.139999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 21 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 1.5523296913683395 1.654862951541971 88.100006 1.9499910000000185
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 1.6008088259979787 1.703671522658801 88.439995 1.4400075000000143
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 1.600298208366541 1.7031737918473802 88.220001 1.769998500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 1.5940460840626076 1.6967296563283805 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 1.6004516001725733 1.7034018525244048 88.199997 1.8000045000000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 1.5876969999605959 1.69103029891407 88.199997 1.8000045000000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 1.5545967425715195 1.6582160503075591 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 34 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 1.579564675239554 1.6801105543253512 88.240005 1.7399925000000138
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 29 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 1.5912469265339586 1.6938643842189638 88.220001 1.769998500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 1.5874717812436228 1.690709642772763 88.340004 1.5899940000000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 1.6086828900241072 1.7112487348885703 88.139999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 1.504888919475392 1.6073974116217131 87.419998 2.9700029999999984
-1 gpu conv perf 24 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 28 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 1.608014263161506 1.7160112970469008 87.580002 2.7299970000000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 35 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf39 1.612560127189732 1.7210106473038824 87.459999 2.910001500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf40 1.4702817282854443 1.5744832114974985 87.760002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv fp16 1 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf41 1.6078351230083219 1.7156784946695856 87.440002 2.939996999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf42 1.6033475916995017 1.7117246207444021 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf43 1.50676527061604 1.611902916661394 87.639999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf44 1.5812264639426916 1.6874414670584381 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf45 1.5124320560755204 1.6155292284757714 87.559998 2.760003000000019
-1 gpu conv perf 24 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf46 1.5877850031396359 1.694115104637928 87.479996 2.8800060000000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf47 1.5849830036279082 1.6936258909778916 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf48 1.5933830374980678 1.698839806286443 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf49 1.6078351230083219 1.7156784946695856 87.660004 2.6099940000000075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf50 1.533861799689643 1.6412934221354567 87.459999 2.910001500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv samp 33 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf51 1.5904809696337 1.696761453710913 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf52 1.6081194575736253 1.7160538149466398 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf53 1.5936622830884355 1.6992077946941058 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf54 1.6122742202699099 1.7206331559038208 87.460007 2.909989500000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf55 1.6122742202699099 1.7206331559038208 87.819992 2.3700120000000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf56 1.6100029447065693 1.7177522549115019 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf57 1.5834795546748925 1.6893117738671843 87.639999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf58 1.5876098033002364 1.6936133250374976 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 24 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf59 1.585024460446345 1.6910796459484565 87.400002 2.9999970000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf60 1.6081197558447016 1.7160025756868584 87.659996 2.6100059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf61 1.5875281714432599 1.6936695487459121 87.480003 2.879995500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf62 1.5355752235380256 1.6437609162281375 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv samp 35 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf63 1.5804679657727243 1.6860282972277418 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf64 1.4886229564980282 1.5893946679909454 87.519997 2.820004500000003
-1 gpu conv perf 24 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 28 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf65 1.596262624830503 1.702343455954609 87.599998 2.7000030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 29 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf66 1.6126392990041718 1.7210176529850467 87.840004 2.3399940000000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 27 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf67 1.6070570667431092 1.714953026242369 87.580002 2.7299970000000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf68 1.6196975533681255 1.7273780722970717 87.599998 2.7000030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf69 1.5820443859228535 1.6883325413214512 87.660004 2.6099940000000075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf70 1.504888919475392 1.6073974116217131 87.639999 2.640001500000004
-1 gpu conv perf 24 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 28 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf71 1.5048900803923448 1.6073449099739219 87.479996 2.8800060000000087
-1 gpu conv perf 24 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 24 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 28 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index 2c5a001b8f399d25b650b95e7a6befe19936132b..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,2431 +0,0 @@
-23409.347945000005
-+++++
-conf1 1 1 89.4 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1
-3 gpu conv fp32 1 add fp32 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1
-11 gpu conv fp32 1 add fp32 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp32 1 add fp32 1 relu fp32 1
-15 gpu conv fp32 1 add fp32 1
-16 gpu conv fp32 1 add fp32 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1 add fp32 1 relu fp32 1
-20 gpu conv fp32 1 add fp32 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp32 1 add fp32 1 relu fp32 1
-24 gpu conv fp32 1 add fp32 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp32 1 add fp32 1 relu fp32 1
-28 gpu conv fp32 1 add fp32 1
-29 gpu conv fp32 1 add fp32 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp32 1 add fp32 1 relu fp32 1
-33 gpu conv fp32 1 add fp32 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp32 1 add fp32 1 relu fp32 1
-37 gpu conv fp32 1 add fp32 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.5578275735975753 1.6588912445163413 88.819992 0.8700120000000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 29 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 1.5286713686371867 1.6303474520472443 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 26 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 1.5090067673673113 1.6107535610178632 89.0 0.6000000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 26 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.524980490790271 1.6268191448865668 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 26 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv perf 28 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 1.5772240606207102 1.6800332251104135 88.759995 0.9600075000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 27 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 1.546161486779056 1.6493921998648136 89.099998 0.4500030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 26 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 1.4375792126751383 1.539352849941288 89.220001 0.5799990000000094
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 31 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 26 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 1.5803267658669544 1.683465424032292 88.880005 0.779992500000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 27 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 1.5735129450527445 1.6766458671186921 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 25 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 24 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 27 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 1.5656646915427428 1.6678257079097278 88.919998 0.7200029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 27 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 1.5522212839175518 1.654699341140767 88.900002 0.7499970000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 27 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 1.5797347777549944 1.6828515073925752 88.860001 0.8099985000000132
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 30 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv perf 30 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 23 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 22 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 1.4951503173370195 1.5966876655299729 88.180008 1.8299880000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 1.5964265227983583 1.6992627869670895 88.139999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 21 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 1.5523296913683395 1.654862951541971 88.100006 1.9499910000000185
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 1.5984123851908818 1.701082209199037 88.439995 1.4400075000000143
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 1.5979032949803438 1.7005859899630713 88.220001 1.769998500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 1.5916698333608135 1.694161385069658 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 1.5980562279934383 1.7008133580896476 88.199997 1.8000045000000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 1.5876969999605959 1.69103029891407 88.199997 1.8000045000000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 1.5523365677028906 1.6557629644937664 88.82 0.8700000000000188
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 34 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 1.579564675239554 1.6801105543253512 88.240005 1.7399925000000138
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 29 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 1.5912469265339586 1.6938643842189638 88.220001 1.769998500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 1.58511507631079 1.6881595499919746 88.340004 1.5899940000000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 21 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 1.6086828900241072 1.7112487348885703 88.139999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 27 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv perf 25 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 1.608014263161506 1.7160112970469008 87.580002 2.7299970000000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 35 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 1.6059419384679268 1.7138337731889515 87.459999 2.910001500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 1.6033686766696587 1.7108071250487282 87.440002 2.939996999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 1.5937885034428934 1.7012270836523582 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 1.5769064294717485 1.6827289059170416 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 1.578410038727322 1.6838317964152743 87.479996 2.8800060000000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 1.5756410010954518 1.6833485029538553 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 1.5889964144029576 1.6940634553560932 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 1.6054485535758392 1.7130485997688585 87.660004 2.6099940000000075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 22 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 1.5297963642370218 1.6368347535531855 87.459999 2.910001500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv samp 33 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 1.5861102890018064 1.6919967659733248 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 1.6036514335696965 1.7111803168068955 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 1.5892741244356814 1.694429377223729 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf39 1.6026087162002358 1.7100264058141474 87.460007 2.909989500000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf40 1.6091994042179991 1.7171713613105064 87.819992 2.3700120000000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf41 1.6041194871860007 1.7110064053289045 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 27 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 29 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf42 1.5770974433059297 1.682396311995983 87.639999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf43 1.5832548668919086 1.6888662767297278 87.5 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 24 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf44 1.5806836766898378 1.6863467705271278 87.400002 2.9999970000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf45 1.6081197558447016 1.7160025756868584 87.659996 2.6100059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf46 1.5831736822542322 1.6889221856944905 87.480003 2.879995500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf47 1.531891571725081 1.6395039912744573 87.520004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv samp 35 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 28 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf48 1.5761520692042776 1.681323614969277 87.419998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf49 1.591860154161252 1.6975474112369684 87.599998 2.7000030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 29 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf50 1.6095630916180537 1.7175543126130235 87.840004 2.3399940000000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 27 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf51 1.5974538283258288 1.7044159758379631 87.580002 2.7299970000000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 23 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv perf 30 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf52 1.6151650509031121 1.7224401339404671 87.599998 2.7000030000000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf53 1.577719887153742 1.6836150087710817 87.660004 2.6099940000000075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 25 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv perf 29 add fp16 1
-16 gpu conv perf 21 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index 8a1b1b8939552124229f9e77a9d877d8e2d807ff..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,6301 +0,0 @@
-23409.347945000005
-+++++
-conf1 1 1 89.4 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1
-3 gpu conv fp32 1 add fp32 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1
-11 gpu conv fp32 1 add fp32 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp32 1 add fp32 1 relu fp32 1
-15 gpu conv fp32 1 add fp32 1
-16 gpu conv fp32 1 add fp32 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1 add fp32 1 relu fp32 1
-20 gpu conv fp32 1 add fp32 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp32 1 add fp32 1 relu fp32 1
-24 gpu conv fp32 1 add fp32 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp32 1 add fp32 1 relu fp32 1
-28 gpu conv fp32 1 add fp32 1
-29 gpu conv fp32 1 add fp32 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp32 1 add fp32 1 relu fp32 1
-33 gpu conv fp32 1 add fp32 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp32 1 add fp32 1 relu fp32 1
-37 gpu conv fp32 1 add fp32 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 2.256379693233486 2.408652055044522 89.0290005 0.5564992500000159
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 3.2060646984848375 3.416306764675392 87.713000325 2.5304995125000147
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv perf 27 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 4.21450035906842 4.505322021479786 87.506999275 2.839501087500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 3.912188348108474 4.1883386272332945 87.531501575 2.802747637500019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 3.633328658051217 3.865758876838638 87.56699995 2.7495000750000145
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 3.4063997377614395 3.6304652681661436 87.842499925 2.336250112500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 2.9408800655238805 3.1211604842910936 87.57399955 2.739000675000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 3.633328658051217 3.8656253581734434 87.6109998 2.6835003000000057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 3.633328658051217 3.8659854672689997 87.59900045 2.7014993250000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 3.6760148198571643 3.906418238313716 87.531999525 2.8020007125000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 2.853538604194199 3.0600576221456173 87.684999175 2.5725012375000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv samp 33 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 4.21450035906842 4.506243367039332 87.516000375 2.825999437500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 3.477698679939057 3.7002597389408427 87.504499975 2.843250037500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 3.174160994243765 3.384374834339232 87.69499965 2.557500525000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 3.5331468777861748 3.765750711842705 87.567499975 2.7487500375000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 22 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 2.995249385391485 3.1841923188303074 87.609499925 2.685750112500017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 3.5474170003428704 3.7678134395975307 87.5435004 2.7847494000000097
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 2.645451537095501 2.822107253727753 87.606999175 2.6895012375000107
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 3.1287987241554447 3.3222336298252713 87.67950025 2.580749625000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 3.1568906373399273 3.354542681187079 87.6280004 2.6579994000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 2.7911261883577585 2.9639390067176365 87.82049955 2.3692506750000177
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 6
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 2.735864432705711 2.924452669546728 87.9240005 2.2139992500000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 3.0239817900401564 3.2439052837454803 87.55950105 2.760748425000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 35 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 33 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 2.73739027112629 2.9084742932266847 87.5750001 2.737499850000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 2.965795890764999 3.168487180233098 87.728001375 2.5079979375000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 3.1363471531585274 3.3468124844458944 87.4914997 2.86275045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 2.9231828849387584 3.1238434048755366 87.5269998 2.8095003000000105
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 3.0024881236041403 3.208269175483883 87.65149905 2.6227514250000112
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 2.775952812747095 2.968123187398019 87.598500275 2.702249587499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 3.0884932479173903 3.294479734209908 87.54249935 2.7862509750000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 2.9224195249551976 3.1224008577473388 87.6089993 2.686501050000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 2.843415311980615 3.0413254258983686 87.802000025 2.3969999625000113
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 2.448147721123161 2.6042248585606886 87.854000425 2.3189993625000156
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 3.253106326284781 3.4740198479170052 87.740999925 2.488500112500013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 2.9300229973447203 3.110388908067299 87.527499725 2.808750412500011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 2.8957010817277933 3.1052827956004436 87.593499575 2.709750637500015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf37 2.5805597512591225 2.754333707428126 87.5815004 2.7277494000000146
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf38 3.753932203777518 3.9871677600777082 87.56749975 2.7487503750000144
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf39 2.256379693233486 2.408652055044522 88.99750025 0.6037496250000061
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf40 2.256379693233486 2.408652055044522 89.003000025 0.5954999624999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf41 2.474115946478462 2.63614890927574 88.256999225 1.7145011625000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf42 2.247460893237836 2.3995555443737877 88.7185015 1.0222477500000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf43 2.474339276882366 2.6365275049969568 88.25049995 1.7242500750000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf44 2.474115946478462 2.6363090632560944 88.1564994 1.8652509000000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf45 2.3522030278091255 2.5099816250418097 88.2014995 1.797750750000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 3
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf46 3.11945066092922 3.31050211575728 87.85199965 2.322000525000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf47 3.798151362054375 4.025688542646045 87.79699975 2.404500375000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv samp 36 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf48 5.084868254665004 5.333898666369693 87.771999675 2.442000487500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf49 3.31052780022284 3.5295513608477163 87.807499425 2.388750862500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf50 3.9143069819645744 4.118531981225607 87.731999575 2.5020006375000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf51 3.7413680497004194 4.000027575008659 87.805499075 2.3917513875000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf52 2.256379693233486 2.408652055044522 89.004999975 0.5925000375000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf53 2.5928601518762866 2.766113073414276 88.935499925 0.6967501125000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf54 2.5928601518762866 2.7661358125462603 88.9274996 0.7087506000000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf55 1.981705880853352 2.1179886979169313 88.3009997 1.6485004500000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 27 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf56 2.256379693233486 2.408652055044522 89.01400035 0.5789994750000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf57 2.554435852172993 2.715905597799296 88.7140007 1.028998950000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv samp 34 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf58 3.232563975582823 3.458950300380351 88.231499225 1.7527511625000187
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf59 2.743450777366917 2.9314970372843505 88.30649835 1.6402524750000111
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf60 2.455933953702318 2.6187664236138057 88.222500025 1.7662499625000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf61 2.3554064138621755 2.5122184320928365 88.37400155 1.5389976750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf62 2.1667383799606625 2.3149603794463034 89.401999025 0.39800097500001075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf63 3.3542779544749144 3.5896652391450767 88.137499875 1.8937501875000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf64 3.3542779544749144 3.5893198771904147 88.143500325 1.884749512500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf65 3.0508614834566057 3.265208558073247 88.171500225 1.8427496625000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf66 3.051689602639168 3.2698246691727997 88.107000025 1.9394999625000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf67 2.210328299152031 2.3613133032506317 89.0704996 0.4942506000000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf68 2.329200285789393 2.486354410286776 88.189499675 1.8157504875000186
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf69 2.5720582963469925 2.7567169115989314 88.32950015 1.6057497750000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 3
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf70 2.2197831119871245 2.366909165455664 88.349000325 1.5764995124999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf71 2.3162685204937437 2.4471748809045897 88.502999375 1.345500937500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf72 3.64007610165332 3.852567756928755 87.6659998 2.601000300000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf73 3.753932203777518 3.9875228961327904 87.5164995 2.8252507500000164
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf74 3.189231933565817 3.4136479683891183 87.90149915 2.247751274999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf75 2.607130733671128 2.796958327115185 87.540000475 2.7899992875000095
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf76 3.2626009687308692 3.4635036328909456 87.6910004 2.563499400000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf77 2.256379693233486 2.408652055044522 89.01750055 0.5737491750000174
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf78 2.558390386059067 2.7306163878306497 88.9860003 0.6209995500000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf79 2.4459597168551173 2.612803740536418 89.04649985 0.5302502250000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf80 2.4704186579414795 2.642451949611474 89.114499425 0.6855005750000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf81 2.4459597168551173 2.6131519790801514 89.047999975 0.5280000375000142
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf82 2.373759374609024 2.5326208019503986 88.9610005 0.6584992500000126
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 6
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf83 2.2569670633553467 2.4092913193599834 88.80850145 0.8872478250000171
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf84 2.256379693233486 2.408652055044522 88.991502125 0.6127468125000135
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf85 2.4171187576214654 2.577566366818048 88.6145 1.1782499999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf86 2.3701720566450897 2.526978087049126 88.37550065 1.5367490249999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf87 2.7369961325446845 2.9266766662133707 88.347499625 1.5787505625000122
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf88 3.515657840017949 3.7379660776758596 87.67699915 2.584501275000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf89 3.753932203777518 3.9871677600777082 87.56549995 2.751750075000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf90 2.635442564101106 2.827864078002603 87.74799995 2.4780000750000184
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf91 2.6016766188355622 2.765545043002662 87.52849945 2.807250825000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 3
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 3
-16 promise swing_level 3
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf92 3.6296000198490237 3.8559318101864117 87.497000275 2.854499587500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf93 2.854336537060766 3.0607315866248026 87.645499425 2.631750862500013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf94 3.208695183783026 3.394314613520429 87.816499475 2.3752507875000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf95 3.6847078629412233 3.9147697295546258 87.554999875 2.767500187500019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf96 2.256379693233486 2.408652055044522 89.016499725 0.5752504125000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf97 2.221559534824062 2.3738306845259873 89.170500175 0.6294998250000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf98 2.256379693233486 2.408652055044522 89.026500525 0.560249212500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf99 2.8445982363118274 3.005378917933002 88.17899975 1.8315003750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf100 3.103370470630642 3.278655467402187 88.1444998 1.8832503000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf101 3.103370470630642 3.278008027265765 88.3700004 1.544999400000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf102 2.8545597410820682 3.0153311038319077 88.23650015 1.745249775000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf103 2.44695578642032 2.605932046304754 88.22849925 1.7572511250000105
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf104 3.048780884061184 3.216749385304562 88.36400015 1.5539997750000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf105 2.85436900164593 3.014902174948554 88.2029984 1.7955024000000108
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf106 2.3522030278091255 2.509888014244128 88.47150095 1.3927485749999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf107 2.329542189156854 2.481496322100717 88.890000175 0.7649997375000126
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf108 3.753932203777518 3.9868843072144236 87.5524999 2.7712501500000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf109 3.7413680497004194 4.001956194412782 87.6829996 2.575500600000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf110 2.256379693233486 2.408652055044522 88.994500175 0.6082497375000102
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf111 2.2062535060439346 2.347121557223652 88.853001825 0.8204972624999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf112 2.3554064138621755 2.512072999707063 88.4375 1.4437500000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf113 2.256379693233486 2.408652055044522 88.985500375 0.6217494375000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf114 2.2666779903732093 2.4198718304980704 88.803000075 0.8954998875000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf115 2.834455843540185 3.029315089317797 88.23900015 1.7414997750000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf116 2.5683264363575278 2.738698074269938 88.3990008 1.5014988000000145
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf117 2.6501854975422114 2.8378891641178403 88.36450045 1.5532493250000172
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf118 2.834455843540185 3.0295610878649635 88.3809991 1.5285013500000133
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 6
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf119 3.008583571737653 3.206567281417065 88.3665003 1.5502495500000109
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf120 2.8347489685371414 3.030267171386416 88.155000125 1.8674998125000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 3
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf121 2.834455843540185 3.0289672926712443 88.619000225 1.1714996625000182
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf122 2.819300122759203 3.012145891246863 88.287001 1.669498500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv perf 26 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf123 2.4568164394547463 2.618116758683514 88.316500725 1.6252489125000125
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 24 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf124 2.3757882990130224 2.5356626385923553 88.973500375 0.6397494375000079
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf125 2.5331262595959365 2.709313390224889 88.31599975 1.6260003750000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf126 2.834455843540185 3.029425657167566 88.4110002 1.483499700000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 3
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf127 2.3444674589328804 2.4979824921132012 88.532499775 1.3012503375000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 gpu conv perf 23 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 21 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 5
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 25 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf128 2.8501984683964836 3.0371177874606223 88.17049885 1.8442517250000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv perf 30 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv perf 23 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf129 2.9386008228102622 3.1373152163332043 87.558499725 2.762250412500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 3
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf130 3.4195882351021902 3.6303265245160294 87.818500775 2.3722488375000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf131 4.065640940508634 4.33796971588556 87.718999725 2.5215004125000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf132 3.6171961856605357 3.867933958218411 87.8739986 2.289002100000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf133 3.7413680497004194 4.000505711413703 88.020500825 2.0692487625000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf134 3.388210994610293 3.6098319272794974 87.88999915 2.2650012750000172
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf135 3.6181029919475063 3.869625872662618 87.7799999 2.430000149999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv samp 35 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 36 add fp16 1 relu fp16 1
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf136 4.065640940508634 4.337912707469497 87.810000475 2.3849992875000154
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf137 3.153749519286849 3.363585924871427 87.8414997 2.3377504500000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf138 4.065640940508634 4.338417160223933 87.68000035 2.579999475000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf139 3.7793421009113852 4.039336901035829 87.648499875 2.6272501875000103
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 5
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 5
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 3
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index 15c8567bff832d0ee7015f18ba1bde781d438c47..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/resnet18/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,1666 +0,0 @@
-23409.347945000005
-+++++
-conf1 1 1 89.4 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1
-3 gpu conv fp32 1 add fp32 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1
-11 gpu conv fp32 1 add fp32 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp32 1 add fp32 1 relu fp32 1
-15 gpu conv fp32 1 add fp32 1
-16 gpu conv fp32 1 add fp32 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv fp32 1 add fp32 1 relu fp32 1
-20 gpu conv fp32 1 add fp32 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp32 1 add fp32 1 relu fp32 1
-24 gpu conv fp32 1 add fp32 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp32 1 add fp32 1 relu fp32 1
-28 gpu conv fp32 1 add fp32 1
-29 gpu conv fp32 1 add fp32 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp32 1 add fp32 1 relu fp32 1
-33 gpu conv fp32 1 add fp32 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp32 1 add fp32 1 relu fp32 1
-37 gpu conv fp32 1 add fp32 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp32 1 add fp32 1
-42 gpu softmax fp32 1
------
-+++++
-conf1 1.9862012742369255 2.126758430205362 88.9565002 0.6652497000000182
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf2 2.073845502100126 2.224756039016433 89.016001275 0.5759980875000181
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 4
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 7
-20 promise swing_level 4
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv fp16 1 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf3 2.237613902931977 2.380417673523569 88.9170002 0.7244997000000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf4 1.9862012742369255 2.1269585236171538 88.88800135 0.7679979750000143
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 4
-11 gpu conv fp16 1 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 gpu conv fp16 1 add fp16 1
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 4
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv perf 29 add fp16 1 relu fp16 1
-24 gpu conv perf 30 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 gpu conv fp16 1 add fp16 1
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf5 2.780456947250053 2.951029995501855 88.21949995 1.7707500750000094
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 6
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf6 2.510175120912271 2.668932044547662 88.157000325 1.8644995125000108
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 6
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 6
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 gpu conv fp16 1 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 7
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf7 2.780456947250053 2.9513189348602626 88.19 1.815000000000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 4
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf8 2.8341409740212145 3.0224925548822665 88.092999475 1.9605007875000098
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 promise swing_level 7
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 30 add fp16 1 relu fp16 1
-20 promise swing_level 5
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 7
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf9 2.933254375151866 3.131140587792413 88.159500675 1.8607489875000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 36 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 promise swing_level 5
-20 promise swing_level 4
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf10 3.3403158907721355 3.5466480690563293 87.584999525 2.7225007125000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 4
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 7
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf11 4.02235576140236 4.280580205392572 87.643499625 2.6347505625000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 6
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf12 3.033684746942337 3.2331250857246276 87.53199885 2.802001725000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv fp16 1 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 6
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf13 3.2029547019491016 3.4002820803238336 87.5959999 2.7060001500000155
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 3
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 6
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf14 3.0612107518867604 3.2708060084185235 87.55650045 2.7652493250000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf15 3.2029547019491016 3.3987163638831266 87.95849955 2.16225067500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 gpu conv perf 30 add fp16 1 relu fp16 1
-11 promise swing_level 4
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf16 3.7419104216954886 3.9889835470001795 87.531499925 2.8027501125
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 4
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 gpu conv fp16 1 add fp16 1 relu fp16 1
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf17 3.682153233427691 3.922153976482572 87.555499875 2.7667501875000156
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 5
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf18 3.4671094387484183 3.6965110043656493 87.945499825 2.1817502625000103
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 7
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 3
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf19 3.412281832404549 3.6351888272379624 87.89949895 2.2507515750000167
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf20 2.963550518585895 3.151125853611157 87.641500225 2.6377496625000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 29 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 25 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf21 3.412281832404549 3.635909877490402 87.6549991 2.617501350000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 3
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 7
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf22 2.7837619019450695 2.9562396505770145 87.686001175 2.5709982375000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 gpu conv samp 31 add fp16 1
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf23 3.200791388631993 3.4026793748574558 87.5605003 2.759249550000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 4
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 4
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf24 3.117619509594498 3.3176073261657533 87.73149945 2.502750825000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf25 3.449279856134177 3.6793527359741547 87.960499925 2.1592501125000183
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 gpu conv fp16 1 add fp16 1
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 5
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf26 3.0612107518867604 3.270746936271453 87.6664993 2.6002510500000113
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 5
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf27 4.02235576140236 4.281010763141777 87.7494991 2.4757513500000172
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 4
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 5
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 6
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 6
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf28 2.865457754565965 3.0621630026710593 87.760499975 2.4592500375000057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf29 3.4552800848495187 3.667453681410538 87.572500275 2.7412495875000147
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 29 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 7
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 6
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 7
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf30 3.942982420006345 4.197038199001131 87.613999575 2.6790006375000175
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 gpu conv fp16 1 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf31 2.8333104127749587 3.021220754587259 87.500500375 2.8492494375000064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 23 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 gpu conv samp 33 add fp16 1 relu fp16 1
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf32 2.577555905355453 2.7552273265936553 87.63849965 2.6422505250000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 gpu conv fp16 1 add fp16 1
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 26 add fp16 1
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 gpu conv perf 24 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 5
-29 promise swing_level 3
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf33 3.750023693408961 3.9957791027577145 87.6530001 2.6204998500000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf34 3.682153233427691 3.9222389218521942 87.583499625 2.724750562500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 gpu conv fp16 1 add fp16 1
-29 gpu conv samp 36 add fp16 1
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf35 3.7182871915351297 3.9630893534372253 87.71199925 2.5320011250000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 6
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 25 add fp16 1 relu fp16 1
-20 gpu conv samp 32 add fp16 1
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 5
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 6
-37 promise swing_level 4
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
-+++++
-conf36 4.02235576140236 4.280698233813639 87.6709994 2.5935009000000093
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1
-3 promise swing_level 7
-4 gpu add fp16 1
-5 gpu relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu add fp16 1
-9 gpu relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu add fp16 1
-13 gpu relu fp16 1
-14 gpu conv fp16 1 add fp16 1 relu fp16 1
-15 promise swing_level 4
-16 gpu conv samp 33 add fp16 1
-17 gpu add fp16 1
-18 gpu relu fp16 1
-19 gpu conv perf 28 add fp16 1 relu fp16 1
-20 promise swing_level 3
-21 gpu add fp16 1
-22 gpu relu fp16 1
-23 promise swing_level 7
-24 promise swing_level 4
-25 gpu add fp16 1
-26 gpu relu fp16 1
-27 gpu conv fp16 1 add fp16 1 relu fp16 1
-28 promise swing_level 7
-29 promise swing_level 4
-30 gpu add fp16 1
-31 gpu relu fp16 1
-32 gpu conv fp16 1 add fp16 1 relu fp16 1
-33 promise swing_level 6
-34 gpu add fp16 1
-35 gpu relu fp16 1
-36 promise swing_level 4
-37 promise swing_level 5
-38 gpu add fp16 1
-39 gpu relu fp16 1
-40 gpu pool_max fp16 1
-41 gpu mul fp16 1 add fp16 1
-42 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index f45fdf103283b0868d439e5339337f6149ed8271..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,8000 +0,0 @@
-40994.064653
-+++++
-conf1 1 1 89.22 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 1.6462606455577538 1.7099234505856244 88.940002 0.679997999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 1.699900163636675 1.7629457261773396 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 30 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 1.6751418554911233 1.7305133305447273 88.699997 0.780004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 1.6763387610180376 1.73343887049588 88.619995 0.9000074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 1.6882952728821685 1.7468783242835082 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 1.682787358254329 1.744697824590281 88.680008 0.809987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 1.6800031009724876 1.73958801219067 88.620003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 1.6685577603803035 1.7278406114070102 88.62001 0.899985000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 1.6806028542345692 1.7437755659776213 89.259995 0.36000499999999536
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 1.6997070437175108 1.7628082071894817 88.900009 0.47998650000000254
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 1.6989271167848368 1.7601094089057374 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 1.6774524657639136 1.7354526651678996 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 1.6178626842865982 1.6731530094581273 88.660004 0.8399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 1.7008602823143473 1.7641174098460575 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 1.679618528291575 1.7389107722184465 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 1.7125248974509426 1.777265277821324 88.860001 0.5399985000000029
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 1.6921043190681226 1.7540492531670502 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 1.6962992270046877 1.7552936881862686 88.679993 0.8100105000000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 1.6195457370846886 1.6738247881186485 88.579994 0.9600089999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 1.6747561523508685 1.7381179219405394 88.779999 0.6600014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 1.6080402663583915 1.6606752838849206 88.600006 0.9299910000000082
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 1.686178013698858 1.7432088013366718 89.059998 0.5600020000000058
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 1.6757423892931942 1.7353980341027135 88.579994 0.9600089999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 1.6940849851480302 1.756686287330006 88.699997 0.780004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 1.6294635992445305 1.6952495587772 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 1.6396588337559084 1.6957006057091932 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 1.6940849851480302 1.756686287330006 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 1.608374645382277 1.6611267346544234 88.720001 0.7499985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 1.6410102843105998 1.6995270528165292 88.719994 0.7500089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 1.6796644997922514 1.7395977484776715 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 1.6282480121678655 1.6836950407975884 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 1.6290731994645002 1.68452743764101 88.680008 0.809987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 1.6944918309353085 1.7572896178363189 88.699997 0.780004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 1.6800031009724876 1.73958801219067 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 1.6902857742115454 1.7500327703126763 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 1.708700666773013 1.7722897381727094 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 1.6969141862055566 1.7611894776009323 88.759995 0.690007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 35 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 1.6869042786807362 1.7435435752577013 89.180008 0.43999199999999805
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 1.6685577603803035 1.7278406114070102 88.62001 0.899985000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 1.6937238894182711 1.7556229447005394 88.68 0.8099999999999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 1.679618528291575 1.7389107722184465 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 1.6225845483128107 1.6909013427906707 88.800003 0.6299954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 1.6344574692964213 1.6914262533876592 88.959999 0.6600010000000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 1.6701552754933937 1.7348507924830245 88.719994 0.7500089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 1.6940849851480302 1.756686287330006 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 1.5830863276010707 1.6335712657217143 88.599991 0.930013499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 1.6463049413729947 1.7069567997025494 88.620003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 1.6794492537415842 1.7385028453183633 88.720001 0.7499985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 1.6162537282633775 1.669490647256398 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 1.6043587573353761 1.6630538527912546 88.720009 0.7499864999999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 1.6570546861768929 1.7110085419784298 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 1.6997070437175108 1.7628082071894817 88.900009 0.47998650000000254
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 1.682787358254329 1.744697824590281 88.660004 0.8399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 1.6940849851480302 1.756686287330006 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 1.6831210003213866 1.7429622637325897 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 28 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 1.6959397828012015 1.7579131733692324 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 1.6707529195605202 1.7275469507102132 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 1.6432158423352754 1.701912933381031 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 1.6675507234131484 1.7279050903716324 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 1.6418891004613987 1.7039950220629974 89.019997 0.6000029999999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 1.7009564738181795 1.7642867087087917 88.660004 0.8399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 1.6209460017404234 1.6757417521805584 88.819992 0.6000119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 1.6194625632929012 1.6743079507603749 88.640007 0.8699895000000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 1.670763814536833 1.727323054482522 88.699997 0.780004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 1.656691259115912 1.7101339056124796 88.68 0.8099999999999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 1.684764954732491 1.742944758165888 88.620003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 1.615392775872445 1.6754662737438393 89.019997 0.6000029999999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 1.6973086884638466 1.7625924582916068 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 1.6523520600351818 1.7147486774730587 89.040001 0.5799989999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 1.6975459699394657 1.7579520907204864 88.619995 0.9000074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 1.661749262398361 1.7217060154821042 88.620003 0.8999955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 1.7125248974509426 1.777265277821324 88.940002 0.679997999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 1.6736188292757785 1.7294422889688912 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 1.6554187473285746 1.7203757652256428 88.979996 0.640003999999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 1.7009564738181795 1.7642867087087917 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 1.6067364449822354 1.6588410107594236 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 1.6459196476047022 1.7089159503936409 88.900002 0.47999699999999734
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 1.692192607340705 1.753841107993996 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 1.6566805468990897 1.7103533676021068 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 1.6900953202609978 1.7524037593990218 88.639999 0.8700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 1.682787358254329 1.744697824590281 88.619995 0.9000074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 1.6595482568036095 1.7231784061053073 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 1.6069328880813678 1.6644387024745182 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 1.6800031009724876 1.73958801219067 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 1.6940849851480302 1.756686287330006 88.579994 0.9600089999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 1.6564668001857996 1.7181729187208628 88.759995 0.690007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 1.6835681595638259 1.7427572883019002 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 26 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 1.621276729190783 1.6767105049154776 88.759995 0.690007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 1.616060032718711 1.6828036307766023 88.979996 0.640003999999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 2.0089222200644907 2.055199800944065 88.219994 1.5000089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 1.6868207753061772 1.7525271601992556 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 2.1201058066628575 2.1678877515625348 87.960007 1.8899894999999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 2.106168567279145 2.1482010418248745 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 1.9952458969794795 2.0410869353514554 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 2.0410238887782604 2.0860996923686237 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 2.1005578516690315 2.1437519806188923 88.219994 1.5000089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 2.0535989180118643 2.0890235250582996 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 2.0207748385320934 2.050910658784289 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 1.8868047276154651 1.9319013942158305 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 2.0965379061484986 2.1396677290508164 87.940002 1.919996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 2.035068655077879 2.068444911833936 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 2.073303761323549 2.127710519904634 88.020004 1.799993999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 2.0026196500677367 2.0537458318725497 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 2.045907162389174 2.0770088605211496 87.980003 1.8599955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 2.096243193929314 2.1384740889914426 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 1.9978938571382663 2.045167166274625 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 2.1201562451733604 2.167892265211755 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 2.0198048770561092 2.0687347430634686 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 2.1156743030129626 2.1609163572727 88.18 1.559999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 1.9845534276173493 2.0239530553316465 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 1.9792020831624777 2.0183675681811164 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 1.9264007798782115 1.9704108845258326 88.419998 1.2000029999999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 1.8463242536743882 1.8891214336177302 88.220009 1.4999864999999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 2.117491338330474 2.1649881797269708 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 2.1207220884675957 2.1695138807413366 88.239998 1.4700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 2.091089456204725 2.1342600604639794 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 1.8742143643091866 1.9129459893141891 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 1.9807149392391594 2.0158919935425366 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 2.098700446074047 2.1434945275643846 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 1.9792020831624777 2.0183675681811164 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 2.0853895743521385 2.128214994552671 87.939995 1.920007500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 2.098700446074047 2.1434945275643846 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 2.1198704221345293 2.1669417107336177 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 2.099587121509583 2.143857693845268 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 1.8994313439849952 1.9446751695515818 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 1.956941007757401 2.005488617914976 88.239998 1.4700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 2.0312140136548624 2.0766111430908967 87.960007 1.8899894999999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 2.0895841028831175 2.1343349797822353 87.979996 1.8600059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 2.0743119444154177 2.12114865957571 88.020004 1.799993999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 2.0981462916984652 2.1419115612255415 88.279999 1.4100014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 1.964817617925556 2.008255727073416 88.540001 1.0199984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 24 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 2.1004111571668513 2.1457387142889046 88.379997 1.2600044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 2.1009665087216995 2.1473273446464445 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 2.059910923479856 2.09369563021428 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 2.0466802940424205 2.0835755684749677 87.980003 1.8599955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 1.9598379108366966 2.0081813607190364 88.479996 1.1100059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 1.9906562940846713 2.0341779943885303 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 2.1144735845009697 2.1629857640192887 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 2.1004111571668513 2.1457387142889046 88.379997 1.2600044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 2.019181395708269 2.066027818438641 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 1.9978938571382663 2.045167166274625 88.360001 1.289998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 2.0689929797241855 2.117580894909293 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 2.1207220884675957 2.1695138807413366 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 2.0774819796282302 2.118460934945336 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 1.9845697602842387 2.030412628526997 88.119995 1.6500074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 1.9978938571382663 2.045167166274625 88.280006 1.409990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 2.119899910857817 2.1677685980206114 88.37999 1.2600149999999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 2.0619980071153177 2.093858411362581 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 1.9784472852919843 2.0219672122522545 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 1.9411654952622186 1.988722151627938 87.940002 1.919996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 2.041359286798612 2.0934737349700114 88.000008 1.8299880000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 2.098700446074047 2.1434945275643846 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 2.1129079235639545 2.1619550544000457 87.960007 1.8899894999999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 1.9275604792517367 1.974305401882331 88.220009 1.4999864999999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 2.12357696236488 2.1734252009182904 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 2.0938981013006956 2.1358309665667754 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 1.9521229581787503 1.9967291589298328 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 33 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 2.0114387364645583 2.0598938339743422 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 1.9960971533377836 2.0479756454658586 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 1.965311864652721 2.016453680273161 88.460007 1.1399894999999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 2.000736905516794 2.048601505118363 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 1.8838145324570872 1.9269134077516774 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 2.0980606006012605 2.142596656666892 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 2.0576298483453 2.0914901352463477 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 2.0457663680344202 2.100940366061759 88.220009 1.4999864999999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 1.9980058385718948 2.045103899154827 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 2.039205918539661 2.0897640084653983 88.000008 1.8299880000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 2.075266267065464 2.1147303844317236 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 2.0026196500677367 2.0537458318725497 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 2.113344606243011 2.163638605650528 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 1.9837293613498257 2.026784555140445 87.979996 1.8600059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 1.9978938571382663 2.045167166274625 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 2.083509325724039 2.126256601891159 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 2.120040020907821 2.167284220303739 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 2.0450314686914735 2.093553710760618 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 1.9628278892736917 1.9906597058878273 88.18 1.559999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 2.1163263588720964 2.1614854979881577 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 2.041359286798612 2.0934737349700114 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 1.9790921995255948 2.0184291918644455 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 2.076702659908548 2.1222505751537346 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 28 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 2.019226847987547 2.0678986554493357 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 2.1341547317381204 2.175889677420728 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 1.9851713739948054 2.0288768278604015 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 1.9269959897243192 1.970546062121334 88.180008 1.559987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 2.114802901609006 2.1539942232043976 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 2.006555279229314 2.060992467245732 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 2.047455748664514 2.0918051090383285 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 2.0535989180118643 2.0890235250582996 88.119995 1.6500074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 1.9978938571382663 2.045167166274625 88.280006 1.409990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 2.114802901609006 2.1539942232043976 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 1.8475580355038783 1.894311124012162 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 2.0405974826654916 2.091848604619301 87.939995 1.920007500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 1.9792020831624777 2.0183675681811164 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 1.9138342163972266 1.957975743994777 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 1.9703520409279343 2.0216230672536915 88.400002 1.2299969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 2.120436112853477 2.1685619039859074 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 2.12357696236488 2.1734252009182904 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 2.0661710373163027 2.113447977167434 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 2.102775831094856 2.1414663051567073 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 2.096796343350483 2.1400519766511734 88.119995 1.6500074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 2.0087903089032446 2.060405391594477 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 2.0240304386621313 2.0678389534317594 88.279999 1.4100014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 1.9108047417315375 1.953584404911515 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 1.9891074685073171 2.0392197944046284 88.280006 1.409990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 34 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 2.056434052350783 2.088281053283554 88.020004 1.799993999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 2.0427187767793114 2.0895577272480175 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 2.123009594795034 2.1717977352339215 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 2.040834996419897 2.0919637610742354 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 2.120848262567774 2.169442686561764 88.099991 1.680013499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 2.0537172311932363 2.0889575155019933 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 2.058592242186129 2.0979748607200293 88.180008 1.559987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 2.0040117722585524 2.0451277996066906 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 1.8096341832431044 1.8527931170951106 88.020004 1.799993999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 1.7540792330177803 1.8157421242609169 88.180008 1.559987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 2.0480272377520947 2.0927851963191912 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 1.932130218393923 1.9796632853357896 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 2.019181395708269 2.066027818438641 88.279999 1.4100014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 2.039062292280867 2.080772255756029 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 2.0192032761999763 2.0562367833661397 88.400002 1.2299969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 2.041546344474156 2.09402211272492 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 2.045473304312241 2.0940568564994844 88.119995 1.6500074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 2.0049371052310057 2.0462228985780415 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 2.0959425635072 2.142896065509073 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 24 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 2.096516783600438 2.139125674422873 88.119995 1.6500074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 2.0121856370586566 2.0469379727464307 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 2.006216099263998 2.053893496156772 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 1.832512076197093 1.8827958764583932 89.120003 0.4999970000000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 2.117677840950125 2.164816402046616 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 2.000858385782627 2.049222605284361 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 1.9993395768066622 2.0450768360822775 88.260002 1.4399969999999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 2.061681818429988 2.108505814276799 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 2.1201562451733604 2.167892265211755 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 1.9845697602842387 2.030412628526997 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 2.1371655665694558 2.1802706695574736 87.940002 1.919996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 2.014793121767618 2.0699594337737444 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 2.040499770646475 2.084600333379599 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 1.9793320482556935 2.019222810655596 88.18 1.559999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 2.075266267065464 2.1147303844317236 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 1.6728589003583296 1.73550936073735 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 2.0737705929384895 2.119598514021676 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 1.930063524169004 1.981248866206355 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 2.067606855442389 2.1190576841777973 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 2.0012643384183293 2.04589758232106 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 2.0770824065544478 2.1149809737768765 88.159996 1.5900059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 2.016568697954874 2.0649561633192963 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 30 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 1.921166626598763 1.962911175863135 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 1.9692013065157867 2.0052062442429963 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 1.9459352692341936 1.9882021432257446 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 2.0796528414515656 2.1144997679989928 87.939995 1.920007500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 2.1148844013355808 2.163561615018104 88.219994 1.5000089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 2.035098963607754 2.064095864665222 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 2.117761312880834 2.1646850411812193 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 2.085322849109211 2.1263157625854228 88.279999 1.4100014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 2.0536499453295343 2.083806682180967 87.979996 1.8600059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 2.074278357501531 2.1201655223271603 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 2.0054747021384087 2.0534827119134373 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 34 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 2.079442491735449 2.1163254079607294 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 2.065048721209942 2.1149374774737044 89.080002 0.5399980000000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 2.0364188659654365 2.0768193289852612 88.340004 1.3199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 2.0535989180118643 2.0890235250582996 87.920006 1.9499909999999971
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 2.1201562451733604 2.167892265211755 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 2.096582511506233 2.1434557522295243 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 24 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 2.096919686463768 2.139982702939161 88.0 1.8299999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 1.9158496280665671 1.9525943867812001 88.559998 0.9900030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 2.080458872530339 2.1177264675941823 88.200005 1.5299924999999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 2.026708309611398 2.070045905246244 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 2.0788626153255763 2.128814368989426 88.199997 1.530004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 1.9909204193190968 2.02881703528424 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 2.016989982736455 2.0650786170248643 88.280006 1.409990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 2.0981003311920414 2.142466380419259 88.200005 1.5299924999999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 2.1371655665694558 2.1802706695574736 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 2.1000027161064647 2.1421686341405444 88.279999 1.4100014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 2.0907012656212585 2.1381785489416854 87.400002 2.7299969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 2.0496355003952544 2.086398934627657 87.260002 2.939996999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 2.1101946072508846 2.1598816819775677 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 2.0570675426810685 2.1096302664233537 87.380005 2.7599925000000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 1.680071677620096 1.7289245616856146 87.699997 2.280004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 36 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 2.1154023495838086 2.1690098022451036 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 1.7523740751122374 1.821032109563534 87.800003 2.1299954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 1.7514095566174377 1.8048512131461691 87.32 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 2.035061987322457 2.084563137852572 87.979996 1.8600059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 1.773948912693841 1.8325560517146116 87.560013 2.4899805000000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 1.7986976770578793 1.86915596487185 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 1.9309695632535466 1.962043387705578 87.860001 2.039998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 2.110009420332563 2.160052677381788 87.620003 2.399995500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 1.7492024207233603 1.810842914343758 87.260002 2.939996999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 2.0666992589475672 2.1136895738089474 87.519997 2.550004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 1.746629116063237 1.8070166181288285 87.360001 2.789998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 1.7481784666261204 1.7993380907797432 87.379997 2.7600044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 1.7982906131502963 1.8679521518018285 87.759995 2.190007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 1.7648914165205745 1.8248195473803916 87.459999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 2.0907012656212585 2.1381785489416854 87.419998 2.700002999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 1.802615172883037 1.8758592634552593 87.919998 1.9500029999999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 2.110009420332563 2.160052677381788 87.300003 2.8799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 2.0553103329906737 2.0906958479094944 87.440002 2.669996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf296 2.0135152374237015 2.0382109221811184 87.360001 2.789998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf297 1.796816264222887 1.8680925307194416 87.840004 2.0699940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf298 2.110009420332563 2.160052677381788 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf299 2.1102735795350576 2.1602396103080013 87.419998 2.700002999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf300 1.7840478157361797 1.8530565364890668 87.920006 1.9499909999999971
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf301 1.7987840213304682 1.8687310999600208 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf302 2.0483010763413954 2.0770414882917683 87.220001 2.999998500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf303 1.7445011126873036 1.7939210158016463 87.479996 2.6100059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf304 1.7517956707606925 1.8059750439095368 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf305 1.9996856045436926 2.045000671687464 87.400002 2.7299969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf306 1.765031919807492 1.8314169854081102 87.919998 1.9500029999999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf307 1.7517956707606925 1.8059750439095368 87.379997 2.7600044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf308 1.7656955282350026 1.8325886679712502 87.82 2.1000000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf309 1.757528984931608 1.8287761322276888 87.739998 2.2200029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf310 2.2192841832126655 2.2638077747088015 87.37999 2.7600149999999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf311 1.9988008780250233 2.0344912956074657 87.860001 2.039998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf312 1.7340821644904478 1.7979338479927256 87.459999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf313 1.7818145495157616 1.848129085194063 87.620003 2.399995500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf314 1.7427767299849095 1.8105429926213237 88.339996 1.3200059999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf315 1.692221526546924 1.7529464176541467 87.900002 1.9799969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf316 1.9424130825959247 1.9708334460484975 87.480003 2.6099955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf317 1.7817982083704333 1.8504536609876834 87.659996 2.3400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf318 2.0588993146745915 2.1107641019110006 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf319 2.073939190630506 2.110819889618585 87.440002 2.669996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf320 2.118939701830041 2.168086764926079 87.339996 2.8200059999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 29 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf321 1.770741507942464 1.8409453060021315 88.040009 1.7699865000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf322 1.7990442092197925 1.869700956928742 87.540001 2.5199984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf323 2.042745649140012 2.0928881511410586 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf324 1.7220268447725158 1.7740881181404409 87.44001 2.669984999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf325 2.0665091263863737 2.1148599940474977 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf326 2.046055226667834 2.0902183901390146 87.619995 2.400007499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf327 1.751665275520575 1.8164486578948131 87.699997 2.280004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf328 2.0570675426810685 2.1096302664233537 87.440002 2.669996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf329 1.6907849350971569 1.7438143709550469 87.420006 2.699990999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf330 1.794411428665667 1.8650700688264061 87.5 2.5799999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 21 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf331 1.9963185873166176 2.026964718627083 88.459999 1.1400015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf332 1.7502548502216198 1.818198508794421 87.899994 1.9800089999999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf333 1.9836909645131768 2.0232248548872116 87.660004 2.3399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf334 1.765514999241201 1.8291928626345952 87.32 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf335 1.7302149048707112 1.784489035815001 87.499992 2.5800119999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf336 2.081369191860442 2.121797402839227 87.240005 2.9699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf337 2.0164835892425734 2.0475276146436077 87.379997 2.7600044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf338 1.744271675715148 1.8121094663373358 87.68 2.309999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf339 2.1166933032913238 2.150388981338554 87.560005 2.4899924999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf340 2.0262383871129916 2.0685739953654627 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf341 1.7278482978747702 1.7922825764757846 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 29 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf342 2.1101282403424886 2.1594852985802944 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf343 1.7773630534345337 1.8470467994628492 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 36 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf344 1.7887395543691562 1.8538401066233787 87.580002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf345 1.7509075410492478 1.8095113833781002 87.699997 2.280004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 26 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf346 2.039323593547038 2.0898410270657535 87.900002 1.9799969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf347 1.7686005429737477 1.8329924557968442 87.660004 2.3399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf348 2.111296951582484 2.160683124227384 87.980003 1.8599955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf349 2.142163181343648 2.18863192324402 87.860001 2.039998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf350 2.1094492784744943 2.1584451694330866 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf351 2.0693091170879994 2.101354402529127 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf352 1.7986976770578793 1.86915596487185 87.62001 2.399985000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf353 1.9526324157050665 1.9950808201810888 87.420006 2.699990999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf354 1.739750211757407 1.8104300557324704 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf355 1.7365211324096623 1.7887342546253233 87.639999 2.3700014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf356 2.0360100551680076 2.0854315535121244 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf357 2.213523934362317 2.2532636579967043 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf358 2.1132173625248396 2.1645577460548364 87.759995 2.190007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf359 1.959369919257473 2.0074015720342664 87.680008 2.309987999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf360 1.7387954058150776 1.8041638307859147 87.280006 2.909990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf361 1.7046917075855514 1.7620552552528463 88.259995 1.440007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf362 2.118781558458309 2.151089954694395 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf363 2.0610949124756326 2.096241552413453 87.800003 2.1299954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf364 1.9437863236494846 1.9712210155536651 87.5 2.5799999999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf365 1.7168483979421587 1.7855520098048727 87.620003 2.399995500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf366 1.825499011128291 1.8908947105694154 87.580002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf367 1.7066930868895605 1.7705958589678394 87.759995 2.190007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf368 1.6670865399451475 1.711966577608908 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf369 2.21244231192869 2.2567007905911667 87.240005 2.9699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf370 1.7400206316612814 1.8065277678605012 87.420006 2.699990999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf371 1.7306490088785405 1.7876090612838031 88.099991 1.680013499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf372 1.6980933197132382 1.7630843488222288 87.440002 2.669996999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf373 2.1778488475852957 2.2202714949377387 87.360001 2.789998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf374 1.7504984964260482 1.8183600483625633 87.539993 2.520010500000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf375 2.1074208621685844 2.1586326073771156 87.840004 2.0699940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf376 2.2137936086033507 2.2544168485943175 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf377 1.9400928449053318 1.9645909051557564 87.339996 2.8200059999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf378 1.6695948453760898 1.722583198787545 87.560005 2.4899924999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf379 1.7989186054867454 1.8686031164500365 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf380 2.003031994285674 2.0475017455925713 87.699997 2.280004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf381 1.9982561381112136 2.0491730506105563 87.619995 2.400007499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf382 1.7202330284143343 1.7738459147677286 87.419998 2.700002999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf383 1.7452550200639894 1.8038580701946765 87.699997 2.280004500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf384 1.734032212481111 1.7959443571240925 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf385 2.118270601353598 2.1689928587023926 87.280006 2.909990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf386 1.8010283250547525 1.8725283863591118 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf387 1.7498694149309524 1.8170594183934041 87.879997 2.0100044999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf388 2.223541856228907 2.2610689809881754 87.220001 2.999998500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf389 2.213481982972974 2.253388921145161 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf390 2.1895026576751717 2.2253318315586683 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf391 2.0061418759795475 2.0508934902944405 87.780006 2.159990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf392 1.9442619302145554 1.9725616601871347 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf393 2.0832772327014646 2.1264143891529166 87.32 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf394 1.7786326823126257 1.8414907007525325 87.580002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf395 1.6694175913410905 1.7219829916555986 87.560005 2.4899924999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf396 2.152373276044081 2.181545204089254 87.360001 2.789998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf397 2.0572435528109145 2.1094671606811106 87.380005 2.7599925000000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf398 1.956707768707361 2.0049002562339817 87.860008 2.039988000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf399 2.0393292747531118 2.089216548359811 87.580002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf400 2.0672765385907046 2.0993743662735276 87.580002 2.4599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf401 2.100475945609169 2.152319802129179 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf402 1.7438385006001833 1.8023007932159378 88.060005 1.7399924999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf403 1.6923271529151094 1.7480331795818917 87.279999 2.910001499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf404 1.7823521931579147 1.8503402115850986 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf405 2.1419170542366652 2.1897855722248596 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf406 1.72329135057684 1.7708838580181234 87.480003 2.6099955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf407 1.9129887270870267 1.9572206545537323 87.319992 2.8500119999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf408 1.7492210803864974 1.8013968171686199 87.239998 2.9700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf409 1.737463647506467 1.800264357182045 87.62001 2.399985000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf410 2.086528911385385 2.1311456714112826 87.479996 2.6100059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf411 2.0530375791945206 2.092782988001908 87.339996 2.8200059999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf412 2.03444379339324 2.0604369901358384 87.32 2.8500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf413 1.7726910186715295 1.8362155345979434 87.82 2.1000000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf414 1.7600825380890466 1.8312808966555423 87.62001 2.399985000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 27 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf415 1.7113620076359903 1.7665277922076406 87.260002 2.939996999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf416 1.762593502741981 1.8329685373094444 87.240005 2.9699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 33 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf417 1.7323272826319642 1.7883193590459288 87.240005 2.9699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 36 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf418 1.9937437385558714 2.0243834477337295 87.459999 2.640001500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf419 1.6898498770719215 1.749513115813978 87.68 2.309999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf420 2.0968337737703715 2.141548338181511 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index 84f111d4d14153527c764b2500a685cf693a37f3..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,1198 +0,0 @@
-40994.064653
-+++++
-conf1 1 1 89.22 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 1.6801325475272 1.7435448890653018 89.259995 0.36000499999999536
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 1.6986020299860818 1.761920036686787 88.900009 0.47998650000000254
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 1.700378571059186 1.7638813200291124 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 1.7120365572710248 1.7770256560011577 88.860001 0.5399985000000029
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 1.6742891118261594 1.7378887393546165 88.779999 0.6600014999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 1.6857045819049419 1.7429782743400082 89.059998 0.5600020000000058
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 1.7082145048682689 1.7720514560502014 88.580002 0.9599970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 1.6964347072394568 1.7609541707650282 88.759995 0.690007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 35 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 1.6864304390263605 1.7433129597154406 89.180008 0.43999199999999805
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 1.6987558288255071 1.7620627845701808 88.900009 0.47998650000000254
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 1.6954714427472914 1.757406181009142 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 1.700474708083202 1.7640505735785583 88.660004 0.8399939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 1.697066133924581 1.7577176481055263 88.619995 0.9000074999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 1.7120365572710248 1.7770256560011577 88.940002 0.679997999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 1.700474708083202 1.7640505735785583 88.659996 0.8400059999999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 1.6830961919792342 1.7425268807006704 88.599998 0.9300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 26 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 2.1156743030129626 2.1609163572727 88.18 1.559999999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 2.117491338330474 2.1649881797269708 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.1207220884675957 2.1695138807413366 88.239998 1.4700029999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 2.097400648671163 2.1422156267109136 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 2.1002478047193676 2.1465709031632008 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 2.1144735845009697 2.1629857640192887 88.160004 1.5899939999999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 2.1207220884675957 2.1695138807413366 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 2.0972684505910997 2.1422839431515555 88.300003 1.3799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 2.12357696236488 2.1734252009182904 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 2.113344606243011 2.163638605650528 88.019997 1.800004499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 2.1163263588720964 2.1614854979881577 88.220001 1.4999985000000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 2.120436112853477 2.1685619039859074 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 2.12357696236488 2.1734252009182904 88.139999 1.6200014999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 2.120848262567774 2.169442686561764 88.099991 1.680013499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 2.117677840950125 2.164816402046616 88.240005 1.4699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 2.1148844013355808 2.163561615018104 88.219994 1.5000089999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 2.117761312880834 2.1646850411812193 88.059998 1.7400030000000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 2.065048721209942 2.1149374774737044 89.080002 0.5399980000000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 2.0899895663933212 2.1374285383152856 87.400002 2.7299969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 2.1101946072508846 2.1598816819775677 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 2.1154023495838086 2.1690098022451036 88.040001 1.7699984999999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 2.035061987322457 2.084563137852572 87.979996 1.8600059999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 2.110009420332563 2.160052677381788 87.620003 2.399995500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 2.0907012656212585 2.1381785489416854 87.419998 2.700002999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 2.110009420332563 2.160052677381788 87.300003 2.8799954999999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 2.110009420332563 2.160052677381788 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 2.1102735795350576 2.1602396103080013 87.419998 2.700002999999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 2.0588993146745915 2.1107641019110006 88.32 1.3500000000000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 2.118939701830041 2.168086764926079 87.339996 2.8200059999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 29 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 2.042745649140012 2.0928881511410586 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 2.0665091263863737 2.1148599940474977 87.599998 2.4300029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 1.9950228561788004 2.025882148514487 88.459999 1.1400015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 2.081369191860442 2.121797402839227 87.240005 2.9699925000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 2.1101282403424886 2.1594852985802944 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 2.039323593547038 2.0898410270657535 87.900002 1.9799969999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 2.111296951582484 2.160683124227384 87.980003 1.8599955000000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 2.142163181343648 2.18863192324402 87.860001 2.039998500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 2.1094492784744943 2.1584451694330866 88.080002 1.7099970000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 2.0360100551680076 2.0854315535121244 88.120003 1.6499955000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 2.1132173625248396 2.1645577460548364 87.759995 2.190007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 2.1074208621685844 2.1586326073771156 87.840004 2.0699940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 2.2137936086033507 2.2544168485943175 87.259995 2.940007499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 2.118270601353598 2.1689928587023926 87.280006 2.909990999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 2.100475945609169 2.152319802129179 88.099998 1.6800029999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 2.1419170542366652 2.1897855722248596 87.959999 1.8900015000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 2.0968337737703715 2.141548338181511 87.340004 2.8199940000000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index 514ca0bca9be6ea92791f0f39fbe863e384d55be..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,7487 +0,0 @@
-40994.064653
-+++++
-conf1 1 1 89.22 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 2.027780774750935 2.108988513404501 89.006667325 0.6133326750000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 3.5342756642935282 3.589230034990411 87.8775005 2.0137492500000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 5
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 3.9435606513616404 4.024475272423141 87.965832775 1.881250837500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 4.905247624855091 4.980783383148593 87.8625003 2.036249550000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 3.9648236484553263 4.053146536059011 87.954167275 1.8987490874999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 3.0529830797562165 3.0981839674924063 87.860832275 2.0387515874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 2.610419057161361 2.66370080843024 88.0399999 1.7700001500000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 6.265028060754177 6.364845341974683 87.97166725 1.8724991250000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 8.276084264762192 8.287320005448814 87.56666705 2.4799994249999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 5.9413640932604075 6.015873668321069 87.546666225 2.510000662500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 10.647883466821389 10.627002464970943 87.38999925 2.7450011249999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 10.576493013282652 10.513648927529516 87.3849995 2.7525007499999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 10.102723569985473 10.01835975608345 87.499167 2.5812494999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 10.647783902431451 10.582144963434814 87.404999375 2.7225009374999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 8.3332414669819 8.348977686517532 87.544999825 2.512500262499991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 10.647883466821389 10.606145854185298 87.411666175 2.712500737500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 6.517953142962853 6.530638477416151 87.345833225 2.811250162499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 5.824719375522127 5.864823093134524 87.902499975 1.9762500375000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 5.782712525028892 5.680003560450003 87.34583385 2.8112492249999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 10.100824246927042 9.983283578921373 87.3708331 2.7737503500000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 3.782372650733351 3.869671364400055 87.480833025 2.608750462500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 5.642608232037912 5.682564677729955 87.414999 2.7075015000000064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 5.302370239613308 5.3805844687800946 87.938333575 1.922499637499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 6.557187047913565 6.639591279796746 87.734167675 2.228748487500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 4.754428249035012 4.861655845069057 87.770000075 2.1749998875000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 6.412830617866045 6.47736588583375 87.35833385 2.7924992250000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 2.8409457680521286 2.9045198752876114 88.108333275 1.6675000874999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 8.321485796067153 8.362749147386886 87.7124998 2.2612502999999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 5.189909371896811 5.265987373829088 87.8450002 2.0624996999999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 7.7017620055210845 7.808411440474745 87.65166655 2.352500174999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 6.001887252359814 6.063685866994092 87.87666745 2.0149988249999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 3.7693782242971916 3.8542827090971783 88.363332625 1.285001062500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 6.120311436977294 6.236877795646597 87.991666575 1.8425001375000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 10.647883466821389 10.612916417039628 87.418333975 2.7024990375000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 6.71482329162597 6.736808380826813 87.29166815 2.8924977749999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 10.647783902431451 10.553945973643023 87.4375006 2.6737490999999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 6.628242830150542 6.7322240755505245 87.374999825 2.7675002624999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 8.276084264762192 8.287320005448814 87.579167575 2.461248637499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 7.660993562245195 7.748908543246557 87.682500075 2.306249887500009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 8.453427145099655 8.510173784025872 87.33500035 2.827499474999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 9.007057142940397 9.01282133043062 87.584166775 2.4537498374999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 5.377860576249546 5.474402980511696 87.5333332 2.5300001999999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 10.647883466821389 10.580877173478713 87.436668425 2.674997362500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 5.8957711940208695 5.991671553000926 87.5649984 2.4825024000000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 10.647883466821389 10.548830694354507 87.42333305 2.6950004250000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 3.500352451139815 3.5778715778755683 87.670832 2.323751999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 4.027868172945449 4.101382907524881 87.416667 2.7049994999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 5.651732962609428 5.754616422892989 87.382500625 2.7562490624999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 6.073142826789678 6.134311618704326 87.60833315 2.4175002749999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 4.340913679252544 4.420760834554624 87.44749955 2.658750674999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 8.26195778342088 8.30141113753051 87.60083245 2.4287513250000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 6.5273327230459355 6.6110419454681555 87.67416745 2.318748825
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 6.557187047913565 6.656449363681461 87.71000005 2.264999924999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 11.846357767827634 11.772349565268305 87.25333365 2.9499995249999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 5.624794928085655 5.712711217389227 87.410832825 2.7137507624999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 6.455670787022154 6.421279555756301 87.619166725 2.401249912499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 4.496481345628334 4.568925596561951 87.799999025 2.1300014624999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 6.557187047913565 6.649398803484959 87.74416595 2.2137510750000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 4.340913679252544 4.415818702446256 87.489999675 2.5950004874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 6.890462193387405 7.009600855974417 87.829167225 2.086249162499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 6.234825715591947 6.309746927683679 87.482499725 2.606250412500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 3.309117644810459 3.374934859159965 87.59750055 2.4337491749999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 9.965412411873384 9.8876976765803 87.61583295 2.4062505750000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 4.1531606912253896 4.225390935596605 88.079168075 1.7112478875000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 3.930535011725399 4.005631976496788 87.8908336 1.9937496000000081
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 5.061164824664577 5.146910998961762 88.084167075 1.7037493875000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 7.320600819058687 7.379252497837854 87.61000065 2.414999024999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 7.855096288336621 7.877038133970192 87.65916555 2.3412516750000023
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 8.967811870318283 9.060766898312899 87.22583345 2.991249825000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 6.9088122953199855 6.992409239491752 87.9641672 1.8837491999999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 6.098203256454623 6.124925966459874 87.448332225 2.657501662499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 9.850003407933858 9.85394437860416 87.395001625 2.737497562499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 4.764039156330295 4.847167098087973 87.91250015 1.9612497749999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 6.9088122953199855 7.008020962501005 87.91333355 1.9599996749999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 3.804096610702924 3.8970703734439067 87.57166605 2.4725009249999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 7.855096288336621 7.8710336148593285 87.679165225 2.31125216249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 7.855096288336621 7.874103635079322 87.628333175 2.3875002375000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 9.047032850083756 9.057276083326366 87.56833295 2.4775005750000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 7.864936423966115 7.947613572153451 87.36166675 2.7874998750000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 7.566620794677255 7.547527612600903 87.551666525 2.5025002124999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 5.453093909671883 5.432176528342923 87.674167825 2.3187482625000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 6.4702151456340795 6.502723902431967 87.69666555 2.2850016749999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 7.265896392529074 7.385987417813468 87.443332275 2.6650015874999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 3.3148427763664112 3.380885207058239 87.44499825 2.662502625000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 6.368263628184074 6.373218859914551 87.661667525 2.3374987125000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 3.866453000658814 3.9257590788335155 87.339166325 2.821250512500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 5
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 9.047032850083756 9.031216200888922 87.583332625 2.4550010625000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 5.740053727557471 5.80335736342222 87.3699999 2.775000150000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 2.3213168492703735 2.3715108359811263 88.9241673 0.6958327000000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 6.434295355332855 6.527507393040961 87.8816672 2.007499200000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 8.326746338670219 8.304459355533602 87.686667775 2.299998337499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 7.855096288336621 7.896855491545717 87.5999997 2.4300004500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 6.161561914511162 6.1352141530218205 87.4341656 2.6787515999999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 6.254682497905177 6.342474648281578 87.467500825 2.6287487624999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 7.223992974641435 7.2035516975449765 87.55499955 2.4975006749999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 4.699015499231249 4.746219965399283 88.15249975 1.6012503749999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 2.9578421841992015 3.011911416800171 87.70333305 2.2750004250000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 8.650421116391726 8.62065973642344 87.541666025 2.5175009625000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 7.087386697008842 7.096947040507137 87.849166975 2.056249537499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 7.855096288336621 7.899900509475649 87.619166125 2.4012508124999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 3.7388176925789973 3.795133270836965 87.28916585 2.896251224999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 3.5070384338840443 3.5708976452030203 87.424999775 2.692500337499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 9.107958931569202 9.21735258444103 87.520833175 2.5487502374999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 9.047032850083756 9.014233689620568 87.56750025 2.478749625000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 8.990300041445977 8.963367726285528 87.574166625 2.4687500624999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 6.5754504036313355 6.586844326619243 87.7116655 2.2625017500000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 3.4062179716701713 3.4417883535499008 87.32749985 2.8387502250000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 5.318585924825667 5.43204282951436 87.939999775 1.9200003374999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 7.855096288336621 7.892113717138172 87.5916673 2.442499050000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 9.047032850083756 9.015929066216225 87.552500025 2.5012499624999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 2.927313806560785 2.9807600926312463 88.07833385 1.7124992249999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 6.52004309235595 6.592371385309021 87.7483328 2.2075007999999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 10.926832928206506 10.954700685883207 87.3341672 2.8287492000000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 5.192381062569219 5.244004591762935 87.9450001 1.9124998499999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 3.208109261284532 3.2808751739440245 87.53499985 2.52750022499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 4.602055421233398 4.656163644005038 87.99083355 1.8437496749999909
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 4.029394886598877 4.094372681292116 88.00916575 1.8162513750000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 4.809695198283535 4.905661977413469 88.1741661 1.5687508500000078
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 3.4715455401064457 3.546696675479885 87.7858328 2.151250800000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 7
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 3.395919931521112 3.4644449551596392 88.089999575 1.6950006375000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 6.871055642046504 6.976160443883693 87.9108349 1.963747650000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 5.304728022261878 5.316821905882234 87.74583265 2.211251025000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 6.881148083923848 6.973487688486739 87.845833725 2.06124941249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 4.728654220120461 4.776485616029354 87.459999475 2.640000787499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 4.800729750641915 4.921228230185454 87.88999935 1.9950009750000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 4.248469621451591 4.3325457482661625 88.19083295 1.5437505749999971
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 4.832195513847095 4.889938975755729 87.734999825 2.227500262499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 7.834902757722408 7.947367365208026 87.847501325 2.058748012500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 4.7524840548313465 4.85090357824138 88.000832525 1.8287512124999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 2.2644091404736035 2.3171210661291166 87.304999625 2.872500562500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 9.782790441641762 9.723129058476912 87.389168025 2.746247962499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 3.015494510632729 3.0713975158355957 87.903334475 1.9749982875000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 7.8578182721392995 7.933459240610404 87.67583375 2.3162493750000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 7.535690881800473 7.580001450483398 87.952500025 1.901249962499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 6.89166388171613 6.999329895667869 87.4125023 2.7112465499999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 3.3507433187949 3.3834276637354037 87.342499925 2.8162501125000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 10.926832928206506 10.834964115730143 87.338332975 2.822500537499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 8.98239824404887 9.092145001623386 87.302499475 2.876250787499991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 8.430044705276664 8.513235205601688 87.814167575 2.1087486374999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 6.890462193387405 7.015661072617755 87.828332875 2.087500687499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 10.647783902431451 10.592963656688646 87.410831825 2.7137522624999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 3.759329597981521 3.7805389429931604 87.53333275 2.530000874999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 2.743176752476885 2.8015989287568805 87.961666675 1.887499987499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 8.98239824404887 9.079236861724768 87.380000675 2.7599989874999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 7.7410658995103825 7.856436459640234 87.615001225 2.407498162499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 9.788880421037533 9.793609598192234 87.433332825 2.6800007625000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 4.979132134500769 5.077820129757228 87.8116656 2.1125016000000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 6.0369092131454725 6.07953666977072 87.73916455 2.221253175000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 6.789797374684183 6.758066586759962 87.775000625 2.167499062499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 6.4624385283889865 6.441667665982077 87.49916765 2.5812485249999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 9.959896598875241 9.971649510218501 87.29583455 2.8862481750000057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 5.430593910985417 5.392458614553744 87.4049998 2.7225003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 7.309360363209043 7.295976693699751 87.664999775 2.332500337500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 9.102011919272082 9.052253815068786 87.642500125 2.3662498125000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 9.102011919272082 9.062499673789995 87.63749985 2.373750225000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 4.513018719322707 4.6122647941485395 87.69833235 2.2825014749999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 6.306116881824875 6.313502696266969 87.452500275 2.65124958749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 4.184133170779306 4.249839204682636 87.438333575 2.672499637499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 4.57977950148889 4.592858391301684 87.426667225 2.689999162499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 3.280113436968105 3.330825467381711 87.32416655 2.8437501749999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 6.7107454691581 6.710549328657943 87.42833305 2.687500424999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 6.245224159283438 6.247529815148512 87.500833125 2.5787503124999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 6.7107454691581 6.720582231805661 87.411667125 2.7124993125000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 3.542016406689165 3.6219479372387973 87.44833355 2.657499674999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 7.341104781606249 7.28158016017413 87.689168225 2.2962476624999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 5.430593910985417 5.406620389765099 87.37750055 2.763749175000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 4.738064778255549 4.736520250739034 87.4308331 2.683750349999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 9.102011919272082 9.057340743380404 87.66166665 2.337500024999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 7.826571860843103 7.86199503057715 87.470835375 2.623746937500009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 9.102011919272082 9.068153521239319 87.613332825 2.4100007624999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 5.03049093107074 5.089846844135505 87.65166645 2.3525003250000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 9.915210092235125 9.907095338156724 87.4466671 2.6599993499999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 5.684096581867617 5.7116151672814315 87.36250025 2.7862496250000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 9.102011919272082 9.078435424404521 87.580000625 2.459999062500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 6.7107454691581 6.724926525668084 87.42666675 2.689999875000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 6.189299829744248 6.2835445609813405 87.89083325 1.9937501249999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 5.230410776656962 5.305061454226533 87.97583395 1.866249075000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 3.477502203069331 3.5556658734743225 88.3791682 1.2612477000000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 6.956671493602663 7.011954082213414 87.67166705 2.3224994250000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 2.8489935688219252 2.8924433986317895 87.3775007 2.76374895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 6.7107454691581 6.693416457363738 87.447501525 2.658747712499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 10.631656242605757 10.52583881260835 87.54749935 2.508750975000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 6.493205424509598 6.570504551703782 87.65166645 2.3525003250000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 8.976538876470412 8.829053015455933 87.37750015 2.7637497749999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 6
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 6.7107454691581 6.730579586854545 87.415832825 2.706250762500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 3.662591724681352 3.7106444348146006 88.04916635 1.7562504750000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 5
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 5.430593910985417 5.403573169811764 87.389999625 2.745000562499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 4.3515989152581405 4.422218497023015 87.917501075 1.9537483874999921
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 8.748927067351207 8.702192360161115 87.6583342 2.3424987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 3.4431427641104286 3.5261257755048176 87.399165525 2.731251712499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 8.424044531879481 8.412001261901551 87.821667275 2.0974990875000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 5.327647917538585 5.42076934720858 87.91499975 1.957500374999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 4.23581251445426 4.2850470408389 87.37750015 2.7637497749999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 4.689612872438747 4.725798320579348 87.42499945 2.692500824999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 6.7107454691581 6.707720256286536 87.445831475 2.66125278749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 6.7107454691581 6.716178233705164 87.4049996 2.7225006000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 4.631182534754804 4.702688564002219 87.33999965 2.8200005250000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 6.1308293366777065 6.166037185863576 87.3116667 2.862499949999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 7.3784494852323705 7.2937303882625155 87.295833425 2.8862498625000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 2.5468444651068975 2.6096848456886796 87.57249915 2.471251275
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 29 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 5.561669970423979 5.535730519507997 87.4475012 2.658748199999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 2.322455639297969 2.3695834034004566 88.58666625 0.9500006250000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 7.356557132191278 7.400124885712975 87.590833 2.443750499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 2.2971482001926895 2.3808219051571116 88.8666663 0.5300005499999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 5.205106154180565 5.304508167237523 88.08083365 1.7087495249999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 promise swing_level 7
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 4.779481493779024 4.8722675957645825 88.0383344 1.7724984000000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 promise swing_level 7
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 3.801704122452938 3.8669327164010485 88.45666565 1.1450015249999907
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 5.205106154180565 5.310734401164535 88.078334425 1.712498362500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 5
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 3.762914001474094 3.807550662668077 88.210833625 1.5137495624999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 3.761089695644652 3.8177294642012525 87.28916645 2.896250325000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 5.476949521994254 5.499501158639735 87.4116671 2.7124993499999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 3.5434833439300073 3.5842786561624935 87.445834025 2.6612489625000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 2.258294970421186 2.3097240140337036 87.40166585 2.7275012249999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 23 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 2.5578268637930353 2.6296192117731167 87.883333075 2.0050003875000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 5.876086000095774 5.9655173231922065 87.76500005 2.182499925000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 3.6669400829510943 3.7117456226074124 87.321666825 2.847499762500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 3.6669400829510943 3.7161400154721576 87.339166525 2.8212502125000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 3.0395868342681926 3.089747610602677 87.26916725 2.9262491250000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 3.6624714832286855 3.7086685394572965 87.56416635 2.483750475000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 3.240104953224966 3.29539647067307 87.521666525 2.5475002124999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 3.4660358891668244 3.503078408468504 87.439166325 2.671250512499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 3.621849420487227 3.667834949050879 87.425834175 2.69124873749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 2.702462253077189 2.7388385230608563 88.35333315 1.3000002750000021
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 2.215316422443162 2.265779115722723 87.3116662 2.862500699999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 3.240104953224966 3.288555798963539 87.656667675 2.344998487500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 3.5517803463424955 3.601665080187653 87.6783335 2.3124997500000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 4.297245541495937 4.354880102273744 87.367499325 2.7787510125000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 2.7447983470262556 2.765340688681701 87.3958334 2.736249899999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 3.5639742770359684 3.5866300927985857 87.202500275 3.02624958749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 4.202424210805883 4.256534152197747 87.47999995 2.610000074999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 2.935218526295511 2.9887042106350754 87.446666425 2.660000362499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 3.9203893226821496 3.9485721950926385 87.287500325 2.898749512500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 3.1630607757263345 3.2133575686915927 87.3600014 2.789997899999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 2.2971482001926895 2.3808219051571116 88.846666575 0.5600001374999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 4.143143845033883 4.213562979476044 88.251667425 1.4524988625000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 3.789543147801916 3.8711805129013004 88.01166725 1.812499124999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 4.298002279099504 4.3687565769538725 87.905833425 1.9712498625000023
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 3.762914001474094 3.807550662668077 88.217499575 1.5037506374999907
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 5.186619736620245 5.256102900497863 87.99583305 1.8362504249999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 9.896620697438175 9.840357732506163 87.5874997 2.4487504500000057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 9.107958931569202 9.180031519699595 87.470832425 2.623751362500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 7.099366464751033 7.080009474352956 87.538332275 2.5225015874999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 8.967811870318283 9.072627137346341 87.220834375 2.998748437500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 5
-11 promise swing_level 6
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 5.431043188028356 5.416492946212714 87.72833195 2.237502075000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 8.98239824404887 9.00072896724804 87.402499325 2.7262510125000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 3.1630607757263345 3.2133575686915927 87.379998625 2.7600020625
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 3.8914548127353 3.9053943043622406 87.7791658 2.1612512999999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 5.074972617004252 5.104580127693998 87.919166625 1.9512500624999944
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 5
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 5.87441874574627 5.871623999252028 87.460834125 2.6387488124999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 4.431798208656909 4.512503752146396 87.498334275 2.582498587499991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 5
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 2.2971482001926895 2.3808219051571116 88.83583265 0.5762510249999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 3.9693466520499903 4.047776667604623 87.860833225 2.0387501625000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 3.762914001474094 3.807550662668077 88.179165975 1.5612510374999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 3.831376565967394 3.8882540291981016 88.41333255 1.210001174999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 6.207728125902811 6.25616017652356 87.65249905 2.351251424999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 6.729093261830299 6.730611695651565 87.531667525 2.5324987124999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 9.507346232910695 9.516349977214166 87.360832475 2.7887512875000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 9.912227646249084 9.94970220896891 87.286666275 2.9000005874999957
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 8.662354306869432 8.708727044602112 87.3650001 2.7824998499999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 7.512544541041046 7.536606672973064 87.9549999 1.897500149999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 8.713014525401228 8.691448919730567 87.749167875 2.2062481875000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 6.18205128990467 6.281970902112435 87.934166975 1.9287495375000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 5.572333172884718 5.63881452564087 87.485832525 2.6012512124999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 5.664897169027671 5.641070664419159 87.574167175 2.468749237499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 6.344408687153061 6.36189659035534 87.5208324 2.5487513999999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 5.61789739350546 5.699584661197278 87.486666775 2.5999998374999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 6.222054677407832 6.1753645653374845 87.43416595 2.678751075000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 7.41693788147917 7.448876538409488 87.695832675 2.28625098749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 4.892600288639498 4.939920060677642 87.90000085 1.9799987250000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 2.5077351306092397 2.5748777931070066 87.23833315 2.9725002749999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 3.6481042217895414 3.7124696609192496 87.99666665 1.8350000250000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 6.73479655339942 6.76901557072767 87.47749935 2.613750974999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 5.061164824664577 5.134007150973036 88.1550005 1.5974992499999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 7.336816596688129 7.505645019080648 87.5900007 2.4449989499999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 9.495984518877956 9.485228088177768 87.5825008 2.4562487999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 6.536855701837119 6.542313613537418 87.59416715 2.438749274999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 7.537187321718563 7.518932925835768 87.614999375 2.4075009375000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 10.111071128285074 10.010590236647648 87.56083335 2.4887499750000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 3.1630607757263345 3.2133575686915927 87.353333075 2.800000387500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 6.729093261830299 6.743495848017106 87.5758337 2.4662494499999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 6.729093261830299 6.744927398093702 87.561666325 2.4875005124999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 5.469931858548094 5.522343644241745 87.601667 2.427499499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 6.1084038984915985 6.099486904796406 87.4933328 2.5900007999999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 6.258991624192265 6.290335896413619 87.65249995 2.3512500749999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 6.73479655339942 6.763297787853294 87.574165675 2.4687514874999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 6.536855701837119 6.542313613537418 87.6333336 2.379999599999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 4.954108060587153 4.987124724852139 87.66083365 2.338749524999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 4.878923600243199 4.930693952357222 87.3058323 2.8712515499999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 2.4245703611302534 2.5119335390201893 88.824998875 0.5925016874999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 2.2528220748474816 2.322991845806737 88.702499575 0.7762506374999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 7
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 2.4505365841093414 2.542876529010277 88.725834075 0.7412488875000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 2.3487359991603243 2.436675129086789 88.620833925 0.8987491124999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 2.2971482001926895 2.3808219051571116 88.8566664 0.5450004000000064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 2.4505365841093414 2.542069189370106 88.735001425 0.7274978625000088
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 2.235964046872975 2.319218594379557 88.687499975 0.7987500375000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf296 3.6688190587183254 3.728699947299053 88.028332525 1.787501212500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf297 5.205451750465416 5.320741937357278 88.0141664 1.808750400000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf298 4.340153421920054 4.394255837181131 87.907500275 1.9687495874999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf299 4.3828027020813805 4.441117649362332 88.330000375 1.3349994375000023
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf300 3.423457787098285 3.471565921139453 87.989167825 1.846248262500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf301 4.458009517195003 4.521750126723556 88.041667175 1.7674992374999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf302 3.8377017584333166 3.892701174418114 88.337501375 1.323747937499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf303 5.071659591266696 5.165816073471707 87.9891664 1.8462503999999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf304 4.740146142122055 4.7859213834820915 88.4875002 1.098749699999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf305 3.762914001474094 3.807550662668077 88.203333325 1.5250000124999943
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf306 5.074419438322525 5.126280626608048 88.0941658 1.6887512999999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 7
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf307 4.740146142122055 4.797547131398715 88.443335225 1.1649971625000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf308 4.697615075077292 4.773011334382567 88.093334025 1.6899989624999918
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 7
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf309 5.074419438322525 5.154525409515553 87.960833225 1.8887501624999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 7
-11 promise swing_level 6
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf310 4.856817886731316 4.9298016684027575 88.395832675 1.2362509875000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf311 4.740146142122055 4.797547131398715 88.39416615 1.2387507749999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf312 6.307082265678375 6.357347760692533 87.390833475 2.7437497875000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf313 4.004055578664387 4.075754911223758 87.591667 2.4424994999999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 6
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf314 4.844039416157635 4.941655011961541 87.331667275 2.832499087499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf315 4.305404071926073 4.41735615905888 87.804167125 2.1237493124999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf316 5.392309286926025 5.450572766567226 87.25750005 2.9437499249999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf317 4.701506471246337 4.7565922050329394 87.392500825 2.7412487624999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf318 5.280050115007738 5.355986534893898 87.430834 2.6837489999999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf319 4.291748216842701 4.352967709155423 87.6274997 2.3887504499999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf320 5.529366007385589 5.568096591594917 87.43666615 2.675000775000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf321 4.038341147982504 4.095101744064232 87.87833435 2.012498474999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf322 4.586658709087799 4.6619733785144035 87.357498925 2.793751612499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf323 3.6920140678872184 3.777263353804619 87.3575007 2.793748949999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf324 6.1661041898910165 6.1667665844037405 87.6775002 2.3137497000000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf325 2.303290270183674 2.3546658235762545 87.3516675 2.802498749999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf326 6.510243681954532 6.551650070112849 87.38416695 2.7537495750000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf327 5.333525122703262 5.402508389092138 87.38166555 2.7575016750000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf328 3.1630607757263345 3.2133575686915927 87.393332725 2.740000912500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf329 2.8680972373193487 2.921218891812852 88.320000325 1.3499995125000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf330 6.510243681954532 6.573456298926826 87.3941673 2.7387490499999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf331 3.240189891151602 3.2992032816451795 87.6575016 2.3437475999999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 7
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf332 4.859997473464459 4.966977214268768 87.580834025 2.458748962499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf333 2.982527656990858 3.0311297714846672 87.36833175 2.7775023750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf334 2.1913540476018167 2.26948881953234 88.750832 0.7037519999999944
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf335 2.2971482001926895 2.3808219051571116 88.830000375 0.5849994375000023
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf336 2.525428489624349 2.5778767473817297 88.19916785 1.531248225000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf337 3.762914001474094 3.807550662668077 88.201666775 1.5274998374999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf338 5.186619736620245 5.270696457891509 87.9841679 1.8537481499999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf339 4.329460162143014 4.40880609901611 88.134999425 1.6275008624999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf340 2.3358509770940494 2.38945931234782 88.02416645 1.7937503250000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf341 5.319555521262149 5.3733917916585 87.575833525 2.4662497125000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf342 3.2617060151186927 3.314509479595708 87.312500225 2.8612496625000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf343 8.084651856163315 8.15312191742917 87.852499375 2.051250937500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf344 4.915448710141225 5.004212444882087 87.641666 2.367500999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf345 3.1630607757263345 3.2061761279547967 87.354999175 2.7975012374999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf346 8.566745625881731 8.549357584251487 87.410000375 2.714999437500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf347 4.856732890502838 4.907008209732151 87.351667025 2.802499462500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf348 3.2617060151186927 3.316260400395125 87.29999945 2.880000824999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf349 3.163663227041464 3.2133344825538597 87.430834275 2.6837485875000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf350 3.168580928043074 3.221241982098758 87.5633341 2.4849988499999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf351 3.283196554781553 3.3520420257374557 87.907500075 1.968749887499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf352 3.6620694969601524 3.7091978924207187 87.9208338 1.948749300000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf353 3.1630607757263345 3.2081378371688976 87.3749995 2.7675007499999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf354 4.334845940793722 4.408452060746154 87.6141666 2.408750099999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf355 3.274320508295355 3.3391960011091273 87.36499935 2.7825009749999907
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf356 4.305645898468316 4.339043873088036 87.56749895 2.478751574999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf357 3.2617060151186927 3.314887430267326 87.2866667 2.8999999500000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf358 9.381686910123348 9.342709649421442 87.384166725 2.7537499124999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf359 10.926832928206506 10.9921845128415 87.2600004 2.939999400000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf360 4.507902144368743 4.567618041755581 87.685000575 2.302499137499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf361 3.1630607757263345 3.2133575686915927 87.39916595 2.731251075000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf362 4.013194808545923 4.065178483156696 87.5375009 2.5237486500000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf363 3.234707721242983 3.3117580751797915 87.335833375 2.8262499374999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 5
-11 promise swing_level 7
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf364 2.944501345686387 3.010518783912462 87.7666664 2.18000039999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf365 3.236615610797373 3.2962887333178714 87.74083295 2.2187505750000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf366 6.302819299285467 6.339643737817129 87.511667025 2.562499462500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf367 3.159735316482698 3.2077653889267417 87.648334325 2.3574985125000083
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf368 3.2617060151186927 3.316576854815584 87.29499945 2.8875008249999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf369 4.856732890502838 4.919230428205356 87.335000875 2.8274986874999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf370 2.2971482001926895 2.3808219051571116 88.876667225 0.5149991624999899
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf371 4.8715820967692345 4.954855641440291 87.886666475 2.0000002875000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf372 3.762914001474094 3.807550662668077 88.18583415 1.5512487749999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf373 3.627854777389204 3.695304885940294 88.235000825 1.477498762499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf374 3.727467208861687 3.7811854248195353 87.355000075 2.7974998874999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf375 4.352501876202041 4.426002079593306 87.679167025 2.311249462500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf376 5.571868016326137 5.62740904944541 87.5433332 2.5150001999999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf377 3.5351461416589385 3.617540038741934 87.650000725 2.354998912500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf378 3.62180767122704 3.7096918133601924 87.6350016 2.377497600000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf379 4.728654220120461 4.791496242993056 87.448333725 2.6574994125000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf380 7.019316851607481 7.070843487207028 87.5375004 2.5237494
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf381 3.7321103596111325 3.79313467565791 87.31250005 2.8612499250000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf382 2.702648539380971 2.7679868754109527 88.148333525 1.607499712500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf383 3.85802153725692 3.9151919005229874 87.32000015 2.8499997750000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf384 3.30199379160532 3.3447454776890284 87.27166645 2.9225003250000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf385 2.943672618440733 3.01048545861588 88.04250105 1.7662484250000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf386 3.1630607757263345 3.2133575686915927 87.357499525 2.7937507125000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf387 5.910946101456637 5.96599547903416 88.057500625 1.7437490624999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf388 4.777064939330254 4.829059707547888 87.305834375 2.871248437499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf389 3.5253261231622655 3.6150412619264625 87.63000045 2.3849993250000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf390 2.252888810111535 2.2983326422475487 88.0391668 1.7712497999999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf391 4.688788821367246 4.734509742883279 87.556666775 2.4949998375000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf392 3.263893870106388 3.3230425991290864 87.334166375 2.8287504375000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf393 4.148857598908608 4.2047789106207 87.31916695 2.851249575000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index 73bff63b06b69ebca5e7c8eb6275711b8858e02d..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,8684 +0,0 @@
-40994.064653
-+++++
-conf1 1 1 89.22 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 3.5223523425391545 3.5721986211351386 88.795999525 0.6360007124999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 6
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 3.0263460196925487 3.1547146342934864 88.866998825 0.5295017625000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 2.97950428588489 3.104108756441174 88.9155001 0.45674984999999424
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 3.066874582605081 3.1967152398371037 88.928999525 0.6910004750000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 2.6994111661441695 2.8124995808307625 88.988999775 0.6310002250000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 4
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 4
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 2.94485224803346 3.045917186534942 88.68449835 0.8032524750000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 29 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 2.9407765875455776 3.0610182987194725 88.95999925 0.6600007500000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 2.5710190153969252 2.681411791837011 88.821499125 0.5977513124999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 7
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 5.044475076826313 5.080456980112319 88.669999725 0.8250004125000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 2.97950428588489 3.102832109755088 88.998499625 0.6215003750000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 3.0674728520094 3.2006680530398195 88.800000975 0.6299985374999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 2.601337407702897 2.714893547059712 88.790999025 0.6435014624999909
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 6
-10 promise swing_level 4
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 2.9407765875455776 3.054794170822086 88.991499875 0.6285001249999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 3.025857932316635 3.153101570096793 88.86400015 0.5339997750000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 3.069040887661497 3.2058017722275802 88.7865004 0.650249400000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 3.9487085173205556 3.997932923723776 88.74249965 0.7162505249999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 3.066874582605081 3.1950146566829245 88.9384999 0.6815001000000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 2.601337407702897 2.7158781096939824 88.76149905 0.6877514250000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.803426163031402 2.9111298952045317 88.622499625 0.8962505624999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv perf 28 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 3.8887349966069285 3.9457247904154404 88.6580003 0.8429995500000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 3.025857932316635 3.1498855109739248 88.8189993 0.601501049999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 2.9407765875455776 3.053308402011586 88.983499975 0.636500024999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 6
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 2.4351625031864987 2.5132728314332438 88.96349945 0.6565005499999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 3.1606562893067824 3.306129243896057 88.749 0.7065000000000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 4.934455280091709 4.941964122022885 88.61949895 0.9007515750000081
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 3.8912554032521958 3.9488665100848395 88.65699895 0.8445015749999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 2.9793404106300754 3.07090505156418 88.8870002 0.4994996999999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 7
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 3.8912554032521958 3.9530070951091334 88.651999125 0.8520013124999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 3.06654837971776 3.1942937414267405 88.752499425 0.7012508625000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 7
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 3.068442006511942 3.1948309118299965 88.9185004 0.45224939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 4
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 9.637623189640232 9.430687678544848 88.048000175 1.7579997375000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 9.637623189640232 9.509438640143019 88.008499275 1.81725108749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 5.3099321325476545 5.390074604379685 88.235000775 1.4774988374999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 10.084382563563274 9.963179154170584 87.952000425 1.901999362500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 9.637623189640232 9.589900067898071 87.9340008 1.928998799999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 4.0308744667331675 4.084387725385301 88.20149995 1.5277500750000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 5
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 4.541895511827464 4.623049315577769 88.429000025 1.186499962500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 3.3852053549800445 3.4748069691929393 87.88850105 1.997248424999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 4.094462799860399 4.190412810072622 87.957499275 1.893751087499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 5
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 10.136281339208058 10.118126164368137 87.89050085 1.9942487250000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 7.517192272967867 7.511581271675752 87.90000095 1.979998574999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 8.749370099383762 8.79115276244492 88.026999725 1.7895004125000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 9.240695729932995 9.243842288059035 87.9860003 1.8509995499999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 10.077919472931102 9.929152826181745 87.987500025 1.8487499624999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 8.869916001422105 8.80410008135172 88.117500425 1.653749362499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 3.769521373242316 3.823164358634364 88.13850065 1.6222490250000021
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 10.136281339208058 10.117686236419392 87.87649975 2.015250375000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 4.3547261867346325 4.426843408056422 88.78299925 0.6555011249999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 7.960170785173485 7.950006046329415 87.907000425 1.9694993624999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 10.15364035736998 10.014169156987155 88.030001075 1.7849983874999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 3.029146116434885 3.1015747483930416 87.805000325 2.1224995125000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 10.15364035736998 10.047553032355394 87.99100075 1.8434988750000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 10.15364035736998 10.171693226477455 87.87150075 2.022748875000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 5.4616272275833175 5.557772501344257 88.276000225 1.415999662499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 promise swing_level 4
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 10.650755041120044 10.597102058103525 87.996999875 1.834500187499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 4
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 8.869916001422105 8.842494976444812 88.074500025 1.7182499624999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 7.624616781843714 7.5632413924143265 88.0735002 1.7197497000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 9.637623189640232 9.525057647132131 87.999500025 1.8307499624999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 7.633092409906511 7.581790314903536 88.002000275 1.8269995874999978
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 10.136281339208058 10.104601836079201 87.855000525 2.047499212500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 5.456220942062356 5.584934076574735 88.007501175 1.818748237499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 4
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 9.637623189640232 9.51560396794311 88.0409992 1.7685011999999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 4.767078522545864 4.855056889917122 88.565001325 0.9824980125000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 7.26947135453495 7.256649391545121 87.97849965 1.8622505249999932
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 6.4806219468525486 6.517230726605085 87.9340002 1.9289996999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 8.255011415475298 8.257720846576845 87.9475008 1.908748799999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 5.4616272275833175 5.559845238246255 88.243500675 1.4647489874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 10.15364035736998 10.11281992339744 87.925000225 1.9424996624999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 4.127745576857335 4.189891446578092 88.57749975 0.9637503749999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 5.3099321325476545 5.41414797259162 88.218001225 1.5029981625000062
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 5.3099321325476545 5.399678796362665 88.2555001 1.4467498499999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 6.946842571311181 6.995758546852388 87.86699945 2.0295008250000066
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 5.187306309786333 5.277491667875218 88.315000225 1.3574996624999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 5
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 9.637623189640232 9.487782933269 88.005999775 1.8210003374999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 5.067473564679338 5.14625604841223 88.5015 1.0777500000000089
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 5.138176661017714 5.156719110397584 87.92800145 1.9379978250000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 10.650755041120044 10.59249251357955 87.95550005 1.8967499250000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 6.671265862005812 6.729206075049652 87.8379992 2.0730012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 4.794199866089931 4.882316993242824 88.467500925 1.1287486125000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 10.15364035736998 10.144332424628415 87.9869996 1.8495005999999918
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 9.637623189640232 9.496240702374699 87.98149965 1.857750524999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 10.136281339208058 10.140770503210216 87.84850185 2.0572472249999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 4.550794314723099 4.614263434378325 88.293000575 1.390499137500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 10.15364035736998 10.127412027361407 87.883499725 2.004750412500009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 7
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 3.6842874177751836 3.7620766341686482 87.999500575 1.8307491374999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 10.15364035736998 10.170684935712286 87.97999975 1.8600003749999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 10.136281339208058 10.126519930585172 87.911000075 1.9634998874999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 8.363503266659793 8.295620392496284 88.0879993 1.6980010499999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 3.0536358165779376 3.1162552856878616 88.5129999 1.0605001500000029
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 10.136281339208058 10.087656643003605 87.916000775 1.9559988374999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 4.601560697455564 4.710376114885591 87.9115002 1.9627496999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 7
-11 promise swing_level 4
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 5.2800858537308475 5.314464565306238 87.896501125 1.9852483124999978
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 3.810797894719704 3.8952586615224067 87.880998975 2.0085015375000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 3.6493280125274765 3.7021705705488865 88.75999965 0.6900005250000021
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 10.15364035736998 9.93765435386592 87.98750035 1.848749474999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 5.3099321325476545 5.399371581415235 88.2220012 1.4969982000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 3.464725842916388 3.5322046662956024 88.42150035 1.1977494749999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 6.782825337303794 6.73088830266649 88.07199995 1.7220000749999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 5.3099321325476545 5.4169575690032685 88.216000175 1.505999737499991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 10.136281339208058 10.077316599805133 87.902000775 1.9769988374999912
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 10.136281339208058 10.09140085585972 87.889500025 1.9957499624999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 9.637623189640232 9.517241735446477 87.9970007 1.8344989499999969
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 7.652588762521094 7.612229636860827 88.073999225 1.7190011625000068
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 10.136281339208058 10.125911398574695 87.87750095 2.013748575000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 3.5028372021447574 3.566770037469107 88.22749975 1.488750374999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 10.15364035736998 9.992633117516853 88.0099998 1.8150002999999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 4.374928061086766 4.465512434461589 88.022500825 1.7962487625000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 8.949332104085252 8.931777852615097 87.893499925 1.9897501124999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 8.749370099383762 8.679006822408395 88.0840001 1.7039998500000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 9.244248602971616 9.191498952546533 88.0150007 1.8074989499999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 7
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 9.637623189640232 9.54053579242248 88.018500125 1.8022498124999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 8.273440599202141 8.274812018966768 88.029999875 1.7850001874999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 7.549615791387514 7.591136339994425 87.874499575 2.018250637499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 10.15364035736998 10.02454653294194 88.025001125 1.792498312499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 5.3099321325476545 5.4058208909768055 88.2520015 1.4519977499999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 3.8569584918795456 3.921121787900005 88.174500725 1.568248912499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 9.640415446833016 9.529784896301381 87.975501075 1.866748387500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 7.59565912612116 7.514300094174182 87.9205002 1.9492496999999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 4.046850944878012 4.113149439228008 88.446000075 1.1609998874999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 5
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 5.461246779933733 5.571255480379022 88.132000175 1.6319997374999957
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 4
-9 promise swing_level 5
-10 promise swing_level 4
-11 promise swing_level 7
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 9.637623189640232 9.467597596261928 87.97800115 1.8629982750000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 4.635629462851117 4.719520593948627 88.37350045 1.2697493250000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 10.15364035736998 10.166685753856385 87.894000225 1.9889996624999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 8.647677088730218 8.688653958664826 87.940499875 1.9192501874999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 10.650755041120044 10.707182189162099 87.8770005 2.014499250000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 10.15364035736998 10.160784920904488 87.925 1.9425000000000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 7.912583928245717 7.9158432836872805 87.83949905 2.0707514249999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 3.665473797144417 3.7341129042377332 88.154000825 1.5989987625000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 4
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 8.86755218913208 8.760340772616406 88.0705007 1.7242489500000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 4.690678476656774 4.734311006768331 88.1879997 1.5480004499999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 7.536019558287446 7.571858992446391 87.850001125 2.0549983124999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 10.136281339208058 10.098860868369883 87.838500025 2.0722499624999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 4.228696335453475 4.296228540043571 88.365500375 1.2817494375000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 7.974382718356489 7.958135782042476 88.058001 1.7429984999999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 7.9425601291032235 7.919341182064713 87.9234998 1.9447502999999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 10.136281339208058 10.123068840130482 87.856000525 2.0459992125
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 5.3099321325476545 5.399346415491904 88.206499825 1.5202502625000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 9.24583942471831 9.220273427913565 88.05350055 1.7497491750000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 9.637623189640232 9.544057451919196 87.992001125 1.841998312499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 5.3099321325476545 5.402941927859063 88.252000375 1.4519994375000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 4.449762328592346 4.5238140001024165 88.596500575 0.9352491375000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 8.732264536584601 8.650803045545867 87.9215 1.9477500000000063
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 5
-11 promise swing_level 7
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 10.15364035736998 10.113816773115314 87.985002125 1.8524968125000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 3.222960293055801 3.2887330839752016 88.1110008 1.6634987999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 3.0819852573913558 3.154619422899301 88.006000425 1.8209993625000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 9.637623189640232 9.551917487962164 87.953999325 1.8990010125000012
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 9.640415446833016 9.547003897008977 87.966501075 1.8802483875000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 promise swing_level 4
-9 promise swing_level 7
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 7.963671592013258 8.015802491638217 87.8730011 2.020498350000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 10.084382563563274 10.037569747210677 87.9515011 1.902748349999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 5.4616272275833175 5.569579714995596 88.221500575 1.4977491375000085
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 promise swing_level 4
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 9.640415446833016 9.588531232636598 87.9480001 1.907999849999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 7.536019558287446 7.571858992446391 87.88149885 2.0077517249999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 7.554773131096582 7.61298165230749 87.87050155 2.024247674999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 4.61047953588717 4.719262645960857 88.3980003 1.2329995499999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 promise swing_level 5
-10 promise swing_level 5
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 3.6170002529827143 3.682332048324079 88.15300025 1.6004996249999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 9.637623189640232 9.450798818862387 88.002499775 1.8262503374999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 3.6170002529827143 3.6837681433692944 88.203498925 1.5247516124999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 5.205451750465416 5.3145906124836335 88.50399955 1.0740006749999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 9.640415446833016 9.564327628872627 88.0090003 1.8164995500000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 23 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 5.3099321325476545 5.380568708296965 88.251999825 1.4520002625000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 4.645954234735625 4.73941815117458 88.361999925 1.2870001124999888
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 7.59565912612116 7.509003335298061 87.938499625 1.9222505624999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 3.6777751883877348 3.7471902536326227 88.724999975 0.7425000374999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 5.441655286203865 5.524622984884372 87.826000675 2.0909989874999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 6
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 6
-11 promise swing_level 7
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 9.637623189640232 9.563326372272657 87.977000675 1.8644989874999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 5.6465818623979915 5.719480596021606 87.891999975 1.9920000374999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 3.6254868019122717 3.690535726899546 87.810000425 2.1149993625000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 3.0297297552464655 3.10269225799639 87.8145006 2.1082490999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 9.240695729932995 9.189842709841441 88.0465002 1.7602497000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 3.8285740318743873 3.914543474748407 88.242000025 1.4669999625000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 9.637623189640232 9.599616453599678 87.973500275 1.8697495874999888
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 10.15364035736998 10.160784920904488 87.995500725 1.8367489124999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 10.15364035736998 10.150027915567561 87.992999325 1.840501012499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 4.757560726061448 4.814749026244337 88.248000225 1.4579996625000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 promise swing_level 7
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 4
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 9.637623189640232 9.54241044308698 88.02350005 1.794749925000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 10.14926378508105 10.160068409274954 87.863500825 2.0347487624999943
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 10.15364035736998 10.02454653294194 88.0470007 1.7594989500000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 5.3099321325476545 5.4084074285584816 88.179000275 1.5614995874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 4
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 10.15364035736998 9.973921331294846 87.961499725 1.8877504125000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 7.974382718356489 7.966929729244267 88.103001 1.6754984999999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 8.967811870318283 9.083228306527547 87.604999175 2.4225012374999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 11.749273293947134 11.69654003042783 87.52999955 2.535000674999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 3.267097638569596 3.312593610546407 87.4265 2.690249999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 8.9545263297532 9.003711950145943 87.5189997 2.551500450000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 6.481350093375415 6.507970376605272 87.9320007 1.9319989499999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 8.967811870318283 9.019766295816849 87.590500775 2.4442488375000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 7.2686433914095705 7.428772987827674 87.7545004 2.1982494000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 6.873706191340056 6.909514698381099 87.341498725 2.8177519125000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 5
-11 promise swing_level 6
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 11.844568047706991 11.930407950578443 87.4095005 2.715749250000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 2.7781194905971924 2.812875619514001 87.58749975 2.448750374999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 4.462869809293985 4.54891527137564 88.205001225 1.5224981624999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 4.1098528588838015 4.201810358109703 87.508498975 2.567251537500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 6.138846899856126 6.118039406544253 87.7615004 2.187749399999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 11.155131772560466 11.12866875383594 87.5825015 2.4562477499999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 8.900474214277597 8.895589380080628 87.591999625 2.4420005624999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 5
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 7.3026610910982885 7.3969087684917625 87.873001 2.020498499999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 8.262405724391725 8.327882132461195 87.88050055 2.009249175000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 7.336816596688129 7.515168371252012 87.8665005 2.030249249999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 8.29733730431685 8.404418437423422 87.7855013 2.1517480499999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 8.967811870318283 9.119288481176119 87.494000025 2.58899996249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 3.6256362540591933 3.634189770538707 87.317999075 2.8530013874999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 8.967811870318283 9.114197004559305 87.585500525 2.4517492124999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 8.29733730431685 8.417700652564456 87.823999825 2.0940002624999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 11.844568047706991 11.871568953893531 87.4604998 2.6392503000000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 5.287252665461776 5.350160724451716 87.459499925 2.640750112499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 3.9629329691024027 3.965669318389066 87.562499325 2.4862510124999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 9.83746404619119 9.946523365422928 87.30700015 2.8694997750000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 7.253557778662504 7.294380259500995 87.7089999 2.266500150000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 6
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 8.967811870318283 9.132879324134398 87.574999825 2.467500262499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 5.523505202061105 5.593630726861767 87.6125004 2.4112493999999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 2.545184263893668 2.5794855905042113 87.835501025 2.0767484624999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 5
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 6.071473726374854 6.146210731351729 87.6060001 2.420999849999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 7.798848295432185 7.911261007907216 87.848999425 2.0565008624999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 10.926832928206506 11.00490738553474 87.688000125 2.297999812499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 4.742215903895624 4.714442804530622 87.268999675 2.926500487499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 5
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 8.428827871843307 8.499515267681627 87.430500075 2.684249887500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 4.476654638280237 4.529061275025733 87.207999 3.018001499999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 8.967811870318283 9.091841991784776 87.65350015 2.3497497749999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 6.013429818103705 6.050318470102379 88.1550001 1.5974998500000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 10.94187926460233 11.051544324615527 87.36900085 2.776498724999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 4.337033912138811 4.388199839208511 87.543501275 2.514748087500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 2.5852710457818264 2.6066133274866 87.727000725 2.2394989125000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 2.695421132851179 2.715305589139978 87.682001075 2.306998387499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 5.054768805020043 5.056821784619648 87.657000375 2.344499437500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 5.6182719558718635 5.668806338893801 88.04250065 1.7662490250000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 8.29733730431685 8.390146132177685 87.8365009 2.075248649999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 promise swing_level 7
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 5.738341963190515 5.863135115271234 87.643000975 2.365498537499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 5.680999087648979 5.678890518305869 88.144500825 1.6132487625000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 4
-9 promise swing_level 7
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 6.94038371217615 7.092343130508409 87.3284996 2.8372505999999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 11.175436613838604 11.145593058942318 87.58550015 2.451749774999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 9.75613632632418 9.791247452472037 87.243499575 2.9647506374999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 9.848766038879935 9.957672423724532 87.597500075 2.4337498874999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 4.274357143160571 4.34647440507783 88.021999425 1.797000862499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 2.6901387259823006 2.72442953007231 88.0125003 1.8112495499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 8.26195778342088 8.354778208650393 87.90350075 1.9747488749999889
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 4.319546621190191 4.384092343559305 87.6044997 2.4232504499999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 5.187202930875727 5.243477879536417 87.47999975 2.6100003749999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 2.71561499545222 2.755120713294576 87.682500875 2.306248687499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 8.996499921329582 9.071947916679928 87.408000075 2.7179998874999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 3
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 3.3266257236306793 3.3671372981970267 87.539000925 2.521498612500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 7.224147740981973 7.3675119063512 87.70000035 2.279999475000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 4.567148563977598 4.629545884017082 87.652499925 2.351250112499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 5.713948190704875 5.812097117453389 87.74049925 2.2192511249999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 5.257642602735637 5.382553026732951 88.249000775 1.4564988374999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 4.757568438338625 4.8697564802722315 88.31399955 1.35900067499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 6
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 6.750692587295608 6.631668816480384 87.587499825 2.448750262500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 5.332077763324525 5.3839198628819265 88.1109997 1.663500450000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 7.82345661020267 7.800752843935481 87.42699945 2.689500825000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 4.5943235325779925 4.610453595486498 87.925999475 1.941000787500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 3.215025510742122 3.2691049870539497 87.66149995 2.337750074999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 8.231629987982677 8.225307535877702 87.933001425 1.9304978624999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 5.623417881553047 5.662403696649344 88.06999955 1.7250006749999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 8.981369242789324 9.059299560370198 87.56000035 2.4899994750000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 4.3095611852192235 4.339186411089386 87.826500375 2.090249437500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 8.967811870318283 9.150367604890787 87.48050035 2.6092494749999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 11.820952586729353 11.858094810657528 87.372499325 2.771251012499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 11.155131772560466 11.15596893967861 87.56199965 2.487000524999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 11.820952586729353 11.88369326766952 87.395999925 2.736000112500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 3.8707191464629713 3.9539561146332147 87.762499375 2.1862509374999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 8.967811870318283 9.131992949600908 87.455000125 2.6474998125000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 6.344065295821223 6.246620354931182 87.4755011 2.6167483499999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 5
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 11.820952586729353 11.85478797806188 87.39849925 2.7322511249999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 5
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 7.903941212300135 7.9009286579136795 87.403999375 2.7240009375000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 11.7580587979891 11.782322612443615 87.534500725 2.528248912499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 8.41190882042593 8.51512362497373 87.374998725 2.767501912500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 4.653915790833836 4.7001675768449545 87.348499125 2.807251312499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 5
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 11.75017920757813 11.792122142341409 87.479500375 2.6107494374999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 3.9796077598419606 4.019317347466156 87.75899995 2.1915000749999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 5.738341963190515 5.87878742918215 87.6785 2.312249999999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 10.94187926460233 10.945103014554135 87.39950045 2.730749324999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 9.83746404619119 9.935973410181898 87.267999075 2.9280013874999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 5.061270865583118 5.107806364567368 87.3795002 2.760749700000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 5
-9 promise swing_level 6
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 4.383287863011166 4.459342484574676 87.529999875 2.535000187499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 3.865916670628974 3.939901769405982 88.84799915 0.5580012749999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 9.107958931569202 9.236385340198979 87.7619999 2.1870001499999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 4
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 2.6375568743737348 2.692139842044283 88.06700055 1.7294991749999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 4.001702181382366 4.038827701182069 87.50199955 2.577000675000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 8.967811870318283 9.133651188226386 87.468000175 2.627999737499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 6.94038371217615 7.070457516359719 87.358998725 2.7915019124999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 3.461965392925174 3.5444636239277476 87.6980002 2.282999700000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 5.829229585971289 5.894449611227176 87.57250125 2.4712481249999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 4
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 2.8928045180301543 2.9445195453691686 88.0640005 1.7339992499999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 8.638010592429652 8.70167954731777 87.65200045 2.351999324999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 4.174249133489658 4.243972834718473 87.592000875 2.4419986875000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 7.336816596688129 7.506744399517487 87.872000675 2.0219989875000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 11.753864920675461 11.761819469521695 87.44849975 2.657250375000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 4.628582756727508 4.670334796306359 87.650500325 2.3542495125000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 4
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 5.551736773603407 5.558356421819825 87.189999275 3.0450010874999904
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 4
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 11.148264024238665 11.128264049326555 87.47200085 2.6219987249999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 8.29733730431685 8.434198037799725 87.8229998 2.0955002999999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 7.00642147394126 6.981493642794734 87.338999375 2.821500937499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 6
-8 promise swing_level 4
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 8.440482651329011 8.542805318697686 87.470500275 2.624249587499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 8.967811870318283 9.11098537498621 87.589999975 2.4450000375000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 4.915448710141225 4.985764354620822 88.1240004 1.6439993999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 4
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 11.175436613838604 11.116801784540307 87.54349955 2.5147506749999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf296 7.283866542961078 7.276967118144996 87.913001 1.960498500000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf297 6.2857123368832415 6.313744536918642 87.34599955 2.8110006749999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 5
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf298 10.926832928206506 11.009593353954761 87.6949997 2.287500450000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf299 3.3685600909035966 3.4272783208542257 87.64700045 2.3594993250000087
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf300 3.282343650884744 3.363139713464278 87.662500575 2.3362491375000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf301 8.967811870318283 9.129686736260133 87.5904995 2.4442507499999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 4
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf302 3.118214343916252 3.161738594852823 88.066000075 1.7309998874999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 7
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf303 7.759017392992817 7.837703115107761 88.08450035 1.7032494749999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf304 11.148264024238665 11.115168870442021 87.50399975 2.57400037499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf305 4.694194884453828 4.771673732888588 87.461500425 2.637749362500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf306 10.926832928206506 10.98928229393414 87.754500225 2.1982496624999968
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 4
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf307 3.118889293027396 3.211044182018689 87.808500125 2.117249812500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf308 9.036453473499646 9.160083065890973 87.4815008 2.607748799999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf309 8.620816066939959 8.531439822480605 87.777999925 2.1630001124999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf310 3.1836780176774755 3.2667654414461316 87.682499825 2.306250262500008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf311 4.436582233666977 4.502859510488951 88.018500675 1.8022489875000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf312 5.725757963767491 5.7146139289810955 87.95000115 1.9049982749999899
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf313 3.3266257236306793 3.3635291478307 87.578000825 2.4629987624999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf314 8.26195778342088 8.354275482454797 87.903500775 1.9747488375000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf315 11.844568047706991 11.892202310765567 87.40649965 2.7202505249999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf316 3.5501634898977046 3.6147297953979556 87.47199945 2.6220008250000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 6
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf317 8.29733730431685 8.394366662304913 87.866499525 2.030250712500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf318 11.844568047706991 11.920141136091063 87.472999575 2.620500637499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf319 4.383287863011166 4.457151406155363 87.45650025 2.645249624999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf320 2.835711838006254 2.8686248941350816 87.8015011 2.1277483500000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 4
-9 promise swing_level 7
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf321 3.865916670628974 3.936897402268051 88.827998575 0.5880021375000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf322 9.909640126537692 9.975720164934522 87.388500425 2.7472493624999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf323 5.4616272275833175 5.57938119526589 88.184000725 1.553998912499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf324 3.5698443396013406 3.6501067588084113 88.793500875 0.6397486874999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf325 3.6111188454515646 3.648422142597891 87.24449975 2.963250374999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf326 3.445009399575755 3.493499912645141 87.37149925 2.772751124999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf327 5.113946009579821 5.186803202671072 87.400498775 2.7292518374999943
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf328 3.779001495976605 3.854848262095699 87.6400005 2.3699992499999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 24 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf329 7.336816596688129 7.519413338747565 87.8960001 1.985999850000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf330 3.7053328729363746 3.764966985969347 87.604000825 2.4239987624999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf331 6.829702635967591 6.935422152855098 87.984001675 1.8539974874999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 7
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf332 2.068376975690141 2.112076577644046 87.70750155 2.268747674999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf333 6.5113590608326595 6.60973856237566 87.5700005 2.474999249999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 7
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf334 10.788236260936204 10.873840901252668 87.3149995 2.85750075
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf335 5.341191973665919 5.362707154112594 87.72250085 2.246248724999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf336 6.860495487742641 6.97948430523155 88.219 1.5015000000000072
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf337 9.107958931569202 9.252871319358837 87.6929995 2.2905007499999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf338 11.820952586729353 11.850968007828158 87.413000675 2.7104989874999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf339 5.4616272275833175 5.583934490707327 88.238000125 1.4729998124999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf340 3.099176268007687 3.16084351857538 87.390999425 2.7435008624999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 7
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 4
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf341 8.264227962588258 8.355168017837569 87.8864993 2.000251050000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf342 6.151194613070328 6.16117922796023 87.851000025 2.0534999624999912
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf343 11.820952586729353 11.897385885845845 87.398499175 2.7322512375000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf344 7.132871595017827 7.22959578950262 87.3639998 2.7840002999999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf345 4.383287863011166 4.459224474456141 87.509999625 2.565000562499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf346 8.995064791123063 9.089002500670642 87.335000075 2.8274998875000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf347 8.967811870318283 9.087809020656705 87.593500525 2.439749212500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf348 10.081297492714025 10.036356722091416 87.855500025 2.0467499625000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf349 7.2771958555571175 7.251450545077416 88.109999825 1.6650002624999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf350 5.738341963190515 5.881017110360194 87.621000125 2.398499812500006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf351 3.9338084607284305 4.010348031564799 87.6390011 2.371498349999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf352 7.761023437893919 7.783087159038115 87.325999125 2.841001312500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 3
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf353 3.086173338739336 3.13151196509429 87.81599965 2.106000525000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 7
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf354 8.36441641449146 8.327448310283796 87.44850005 2.657249924999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf355 8.967811870318283 9.094935248990403 87.613500275 2.409749587499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf356 5.47959767475194 5.504205011843821 88.09849965 1.6822505250000077
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 4
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf357 7.953739260673505 8.08921593484116 88.16199915 1.5870012749999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf358 10.62055908750997 10.627493938135634 87.562999675 2.4855004874999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf359 5.225341764166576 5.341449968984944 87.80850105 2.1172484249999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf360 8.967811870318283 9.09577363758391 87.55899985 2.4915002249999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 3
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf361 11.175436613838604 11.085479630038337 87.63449995 2.3782500749999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf362 8.995036922150293 9.097557230603716 87.563000775 2.485498837499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf363 4.174249133489658 4.241724511782721 87.6415007 2.3677489500000064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf364 5.556103138002436 5.6217368994917125 87.5285 2.5372500000000073
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf365 9.89987825166122 9.93973039301243 87.9765005 1.865249249999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf366 11.148264024238665 11.116651147094661 87.463999175 2.6340012375000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf367 9.83746404619119 9.983235110423617 87.302500375 2.8762494375000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf368 2.6488929574736724 2.697550907551602 87.47100095 2.623498574999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf369 7.974036358565727 8.042492637607488 87.906500475 1.9702492874999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf370 4.603327372441037 4.697514352299527 87.444000625 2.6639990624999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf371 3.593484927202703 3.6706940388716762 87.7895002 2.145749699999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf372 11.155131772560466 11.120459078242687 87.582001825 2.456997262499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf373 3.553868668985953 3.6182043587322146 88.102000225 1.6769996625000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf374 9.013149332388087 8.982255344411072 87.590500275 2.4442495875000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf375 8.26195778342088 8.383815495028921 87.83549955 2.0767506750000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf376 3.30475717569906 3.3670410427627715 87.67299995 2.320500074999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf377 5.845332707828681 5.900213157045504 87.339999825 2.8200002624999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf378 5.729633807442848 5.739393851280475 87.3874994 2.7487509000000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf379 4.984552245705694 5.068814333897413 87.849001475 2.056497787500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf380 5.806393833811993 5.977710626737958 88.114000725 1.658998912500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf381 5.502042039001403 5.629518895366722 88.226000775 1.490998837499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf382 11.844568047706991 11.904408245154412 87.413499375 2.7097509374999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf383 7.854409453061662 8.004620565308455 87.598000075 2.432999887499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf384 11.846357767827634 11.893139797349075 87.5435005 2.5147492500000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf385 9.362529648701297 9.40876675271883 87.630500275 2.384249587499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf386 10.788236260936204 10.830755163159694 87.2689999 2.9265001500000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 4
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf387 3.764615520729968 3.8353133940793507 87.765500175 2.181749737499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf388 5.456220942062356 5.583332914195506 88.0334995 1.779750749999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf389 4.246880327479147 4.315713436624416 87.465000475 2.6324992875000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf390 3.7268598133631783 3.8007768885257414 88.01350045 1.8097493250000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf391 3.2887115647194287 3.3502318418706367 87.548500875 2.5072486874999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf392 10.94187926460233 11.039856201675045 87.348500225 2.8072496625000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf393 11.75017920757813 11.786746534231183 87.460500375 2.6392494375000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf394 8.736477577447955 8.773209487635821 87.7850002 2.1524997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf395 8.967811870318283 9.12480855365386 87.569999825 2.4750002625000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf396 11.820952586729353 11.90652152668764 87.419998875 2.7000016874999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf397 5.738341963190515 5.860489103324049 87.64749985 2.3587502249999943
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf398 3.1348155111515186 3.188878435865136 88.215500825 1.5067487624999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 4
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf399 11.175436613838604 11.168380665455388 87.553999775 2.499000337500007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf400 11.844568047706991 11.898929800650526 87.411 2.7134999999999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf401 4.628582756727508 4.668026724604571 87.67149975 2.3227503750000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf402 4.383287863011166 4.461330636073271 87.472500025 2.621249962499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf403 11.753864920675461 11.703986469063187 87.407999175 2.7180012374999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf404 4.991671436983507 5.1203112348135935 87.891000225 1.9934996624999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf405 10.788236260936204 10.849129072900626 87.271000525 2.9234992124999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf406 2.831316168795774 2.8962852602569855 87.5774995 2.4637507499999955
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv perf 25 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 6
-8 promise swing_level 7
-9 promise swing_level 6
-10 promise swing_level 4
-11 promise swing_level 3
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf407 3.3828938792206884 3.4700925682997115 88.054499925 1.7482501124999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf408 11.749273293947134 11.75429928242058 87.5479999 2.508000150000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf409 3.8320670110693515 3.900299898009765 88.029500575 1.785749137499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf410 9.83746404619119 9.973592237936769 87.293999525 2.8890007124999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf411 7.283866542961078 7.271897718164027 87.917000375 1.9544994374999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf412 8.967811870318283 9.129686736260131 87.47749955 2.6137506749999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf413 7.846653368214834 7.932455347907176 87.9260018 1.9409973000000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf414 9.107958931569202 9.251169513805651 87.692000425 2.2919993624999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf415 4.579978258349941 4.6061042671399335 88.1980009 1.5329986500000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 4
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf416 11.175436613838604 11.156313800682007 87.568999675 2.4765004874999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf417 3.12889294094888 3.2053716278368416 87.745501175 2.2117482374999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf418 6.862517262476838 7.030466884931178 87.8790011 2.0114983500000037
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf419 9.107958931569202 9.256183775816924 87.687001025 2.2994984624999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf420 5.738341963190515 5.8663483539632715 87.612000825 2.411998762500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf421 10.624472870443928 10.619726889911252 87.76800095 2.1779985749999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf422 4.596186540959702 4.70583063101884 87.30050005 2.8792499250000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf423 4.422913812184916 4.488621151363727 87.34249955 2.816250674999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf424 10.94187926460233 11.028854925136763 87.344500975 2.8132485374999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf425 3.5687317169183603 3.5980217876567475 87.21200065 3.0119990250000086
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf426 8.967811870318283 9.084615957919425 87.6114991 2.4127513499999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf427 5.808098513427692 5.892765154780775 87.4785015 2.6122477500000088
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf428 8.967811870318283 9.08130693578192 87.612000575 2.411999137500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf429 10.788236260936204 10.898804446357058 87.249000775 2.9564988375
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf430 2.585068241325803 2.605608478520388 87.835499775 2.0767503374999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf431 5.098092778095394 5.129882874909184 87.401499975 2.7277500375000088
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 7
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf432 11.749273293947134 11.752952845310869 87.507500225 2.5687496624999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf433 3.560077371386691 3.619071618311957 87.796999925 2.1345001125000067
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf434 3.7667944204548665 3.8315336509719176 87.527001425 2.5394978625000064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv perf 28 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 4
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf435 7.974036358565727 8.02749066647221 87.9185005 1.9522492500000084
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf436 8.29733730431685 8.431447690761637 87.831500275 2.082749587500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf437 7.399442967440175 7.44120948970103 88.1195005 1.650749249999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf438 4.014741818526817 4.079570851885004 87.4994993 2.5807510500000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 7
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 5
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf439 3.710452118475871 3.790723446753681 87.2524988 2.9512518000000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf440 8.967811870318283 9.087809020656705 87.5539999 2.4990001500000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf441 9.107958931569202 9.24814803146036 87.6625014 2.3362479000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 7
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf442 11.846357767827634 11.898612910316444 87.538501025 2.522248462499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf443 3.468181640981301 3.5009020032080933 87.589499825 2.445750262499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf444 5.039221119411291 5.0376741665389835 87.9040003 1.9739995499999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf445 7.206770860736946 7.3165801718586785 87.750999625 2.2035005624999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 4
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf446 11.175436613838604 11.152397886661566 87.5724998 2.471250299999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf447 8.997196687181836 9.032067292829257 87.642001275 2.3669980875000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 7
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf448 5.738341963190515 5.875442308123305 87.561500725 2.4877489124999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf449 9.107958931569202 9.228192331193481 87.763000625 2.185499062499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 promise swing_level 4
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf450 8.967811870318283 9.136878818938367 87.556500025 2.49524996249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf451 4.422345469039284 4.522965904727704 88.6169991 0.9045013499999968
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 6
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf452 11.75017920757813 11.778670609936942 87.433000725 2.680498912499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 4
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf453 6.182315246986589 6.273036163405584 88.184500025 1.55324996249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 6
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf454 11.175436613838604 11.151502131281168 87.600000375 2.4299994375000082
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf455 9.83746404619119 9.969746520139056 87.29249975 2.8912503749999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 promise swing_level 6
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf456 8.429138359095735 8.545083079584796 87.9389998 1.921500299999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 promise swing_level 4
-8 promise swing_level 6
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/vgg16_10_3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/vgg16_10_3.txt
deleted file mode 100644
index 23921e98ea29ab0ac01b1aa4e53b2d0385325375..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar10/data/soc_data/vgg16_10_3.txt
+++ /dev/null
@@ -1,172 +0,0 @@
-3849.973075
-+++++
-conf1 1 1 87.38999925 2.7450011249999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf2 1.0261976440908955 1.0308363738497694 87.3341672 2.8287492000000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 promise swing_level 6
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf3 0.8435853258572804 0.8555700473010334 87.302499475 2.876250787499991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf4 0.9311907031224316 0.9322568025003101 87.4466671 2.6599993499999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 7
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf5 0.5134548746824162 0.5167533689561125 87.4116671 2.7124993499999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 3
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf6 0.8901327291165676 0.8932467207725764 87.360832475 2.7887512875000056
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 7
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf7 0.5911190709711305 0.5972249232748029 87.390833475 2.7437497875000076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf8 1.0261976440908955 1.0343635986793345 87.2600004 2.939999400000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 promise swing_level 6
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf9 0.447943678904132 0.453836321656264 87.305834375 2.871248437499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 promise swing_level 6
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 6
-8 promise swing_level 3
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 28 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_confs_batch220.txt
deleted file mode 100644
index 4edb38d13c64833d4911501c00721dccce98692c..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_confs_batch220.txt
+++ /dev/null
@@ -1,7411 +0,0 @@
-40962.010444
-+++++
-conf1 1 1 68.41 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 1.6496615324949837 1.7063897804817965 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 1.6552072528970607 1.7237584274112303 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 1.638663790006198 1.7009876485194135 68.020004 0.5849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 1.585697101912692 1.6457034897775678 68.18 0.6299999999999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 1.8435648873050803 1.877161278879075 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 1.8838876487162637 1.9256953261959904 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 2.0105920812688987 2.0582258244699516 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 1.6873270224036572 1.7525963647543732 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 1.629712731969864 1.6905314567817475 68.279999 0.530000999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 1.870643052842665 1.9145250108573553 68.340004 0.4699960000000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 1.6425718400353233 1.708009112432148 69.220001 0.4100009999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 1.6521851340440734 1.717402015907914 68.139999 0.6700009999999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 1.6638049660724876 1.7275102216465323 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 1.6258163868679874 1.684149094985867 67.879997 0.7950044999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 1.6545841937164234 1.7125952934306505 68.060005 0.5249924999999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 1.5607247717649706 1.615790319687019 68.300003 0.5099969999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 2.0785166607898913 2.1193582773713313 68.020004 0.5849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 2.0495621252086127 2.099882265390066 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 33 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.0192164972582836 2.065307737056808 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 1.6871140853649784 1.7524691915321766 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 1.6416366012353638 1.7072229150959268 68.259995 0.5500049999999931
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 1.628878024650533 1.6897157297142693 67.880005 0.7949924999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 1.6408704169329433 1.7058279484041323 69.12001 0.3100099999999969
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 1.6330164484526821 1.696517329091719 68.340004 0.4699960000000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 2.1220814364596237 2.1665028801418535 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 1.6385142096905738 1.7013600279472658 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 1.6425718400353233 1.708009112432148 69.400002 0.590002000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 2.0932416539959755 2.137012861403806 68.040001 0.5549984999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 1.6890562748994227 1.755107643295646 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 1.642167582413222 1.6970376633264572 67.819992 0.8850119999999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 1.6747975031197881 1.737544859934704 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 1.663519891372518 1.7225272087448822 68.159996 0.6500039999999899
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 1.6258163868679874 1.684149094985867 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 1.9058451514808188 1.9470689347490036 68.080002 0.494997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 1.9215640488274557 1.965453409171281 68.019997 0.5850044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 2.0363281616996294 2.079381201982393 68.039993 0.5550105000000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 1.6347474776490991 1.6943281656453824 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 1.6890562748994227 1.755107643295646 67.779999 0.9450014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 1.6893404854583096 1.7554632050135628 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 1.667047720203364 1.7286521486227997 67.839996 0.8550059999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 1.6749272766773347 1.7379682041809132 67.939995 0.7050075000000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 1.6194174509366486 1.6860645787680049 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 1.6872572420748526 1.7528046101842953 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 2.0977296150852642 2.1426053463563917 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 1.6037648483680231 1.6653485988603205 68.160004 0.6499959999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 1.6521851340440734 1.717402015907914 68.119995 0.6900049999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 1.8743932451458403 1.916250790162091 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 1.6637955723891324 1.7228696909640475 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 1.937073437770915 1.983894389828902 68.239998 0.5700019999999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 1.9450774145390584 1.9904732044926405 68.5 0.3099999999999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 1.6657847343076297 1.7267956672702258 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 1.6026611079057835 1.6638196497153086 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 1.6912625285892264 1.7540130038515294 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 1.6425718400353233 1.708009112432148 68.880005 0.07000500000000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 2.1320222022150315 2.180853599167339 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 1.630745049587307 1.6918335848895707 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 30 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 1.6272795653295393 1.6895062993215144 68.599998 0.21000199999999725
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 1.5909042720149487 1.6495281627402438 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 1.8472562547675415 1.89471713244171 68.300003 0.5099969999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 2.1080801008221672 2.1492845895104966 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 1.6425718400353233 1.708009112432148 69.259995 0.4499950000000069
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 1.614442822809742 1.6701673811442364 68.099991 0.46501349999999064
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 2.0713173579669744 2.1064701366333916 67.880005 0.7949924999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 1.5278643576104345 1.5822661641353732 68.660004 0.1499959999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 1.6714519869741593 1.7316867953035815 68.020004 0.5849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 1.6408111958393452 1.6952494658217492 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 1.6521851340440734 1.717402015907914 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 1.6872572420748526 1.7528046101842953 67.839996 0.8550059999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 1.6890562748994227 1.755107643295646 67.819992 0.8850119999999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 2.0608511720329505 2.111604930762363 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 1.6258163868679874 1.684149094985867 67.960007 0.6749894999999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 2.0804018384890215 2.114574977208583 68.160004 0.6499959999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 1.6411358798585622 1.7054748823475905 68.119995 0.6900049999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 1.6106526303136735 1.6759842614562779 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 1.6294618410440789 1.6902799313021222 68.119995 0.6900049999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 1.6890562748994227 1.755107643295646 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 1.6548248974213284 1.722392177750829 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 1.6384837988040883 1.7007796179709518 68.039993 0.5550105000000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 1.6776481735976345 1.7415712249752509 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 1.6504637476465194 1.7151968115266794 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 2.1006969950435948 2.146461273017105 67.880005 0.7949924999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 35 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 1.9450774145390584 1.9904732044926405 68.480003 0.3299970000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 2.115605318914727 2.1623834082854114 68.199997 0.6100030000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 1.9346464312826457 1.9740389811448538 68.199997 0.6100030000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 1.9421866357287674 1.9866110282417118 68.259995 0.5500049999999931
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 1.663519891372518 1.7225272087448822 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 1.5716194869448519 1.6269804297834132 68.719994 0.09000599999999681
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 1.630305582217761 1.6910041702704899 68.059998 0.5250030000000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 1.6166792770643987 1.6805064366977134 68.199997 0.6100030000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 1.630305582217761 1.6910041702704899 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 2.0337909306946322 2.076830164336526 68.080002 0.494997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 2.109410277521276 2.1543777065672782 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 1.630305582217761 1.6910041702704899 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 1.6347474776490991 1.6943281656453824 68.080002 0.494997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 1.6425718400353233 1.708009112432148 69.020004 0.21000400000000352
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 1.6521851340440734 1.717402015907914 68.020004 0.5849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 1.6620336003712999 1.7211903022223014 67.800003 0.9149954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 1.8743932451458403 1.916250790162091 68.119995 0.6900049999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 1.6184116336757395 1.6771384378155052 69.0 0.1900000000000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 1.6749272766773347 1.7379682041809132 68.200005 0.6099949999999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 1.6481998912845661 1.7050777965940263 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 1.6548248974213284 1.722392177750829 67.980003 0.6449955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 1.652700223244294 1.7118765167856156 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 1.6091344770526956 1.6660569594338868 68.359993 0.4500069999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 2.1200832407839747 2.1689740044914205 67.800003 0.9149954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 1.6795638658915883 1.744446333602283 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 2.112630132281312 2.1579958893024846 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 1.6496615324949837 1.7063897804817965 67.800003 0.9149954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 1.6795236484695049 1.744187533673262 68.040001 0.5549984999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 2.093384039267718 2.132336624548198 68.060005 0.5249924999999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 1.6075015852189847 1.663981562014397 68.439995 0.3700050000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 1.6407343002436297 1.7057172545367527 68.68 0.1299999999999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 1.6503260347618993 1.715084898439481 67.879997 0.7950044999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 2.1125580034596645 2.1587112810425064 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 1.6528928225443582 1.7196322514617133 67.779999 0.9450014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 1.6870568989656354 1.7520748063851714 67.879997 0.7950044999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 2.089894076393189 2.132561717285288 67.979996 0.6450059999999951
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 1.6747710030243077 1.738356952998332 67.780006 0.9449909999999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 1.5752008559434227 1.6351462081626467 68.720001 0.08999900000000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 1.5466106085635443 1.6008102775951232 68.32 0.49000000000000343
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 2.0294734655575923 2.067882238317647 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 1.6855221675230898 1.748701960245423 67.979996 0.6450059999999951
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 1.6455588608145153 1.7142960571826438 69.139999 0.3299990000000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 1.607681269498618 1.6722794041839921 68.959999 0.14999899999999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 1.5947052228075203 1.6565149886138888 69.120003 0.31000300000000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 1.642167582413222 1.6970376633264572 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 2.115605318914727 2.1623834082854114 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 1.909287901659595 1.9520932234466233 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 2.076196820523765 2.117334792436355 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 1.607681269498618 1.6722794041839921 68.599998 0.21000199999999725
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 1.6543115565408812 1.712256883441275 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 1.870518677845008 1.9083987033244927 67.939995 0.7050075000000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 2.0977296150852642 2.1426053463563917 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 1.6795638658915883 1.744446333602283 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 1.6890562748994227 1.755107643295646 68.300003 0.5099969999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 1.629549806147409 1.6907662356713256 68.080002 0.494997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 1.6868759847883497 1.7521041505498105 67.879997 0.7950044999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 2.1129797326619766 2.159121552919291 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 2.1125580034596645 2.1587112810425064 67.779999 0.9450014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 1.6795208939220314 1.7419238733517088 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 1.6457123088084893 1.712123457791023 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 1.6922149145813166 1.7617467687508028 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 1.6408783046375905 1.701093628866403 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 1.653806279449179 1.721487553252242 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 1.7773441442739617 1.8171381772460622 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 30 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 1.746487805604255 1.7819401460663735 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 1.6954053889761997 1.7629925349508753 67.120003 1.9349954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 24 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 1.6900531737298121 1.757661298434056 67.239998 1.755002999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 1.6849821915165282 1.7507810649771849 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 1.806907035248543 1.8558323692508645 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 1.6562622873841193 1.7217744405402078 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 1.6900531737298121 1.757661298434056 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 1.680225319291636 1.7440881702287612 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 1.6949340322201736 1.7638869165380267 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 1.707261232646667 1.7760209140549859 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 1.7075281137629148 1.7812108391521553 67.480003 1.3949955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 1.6694659453066434 1.7409917783549744 67.220009 1.784986499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 1.6927933251412581 1.758631648392178 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 1.6937524089582046 1.7615195504718664 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 1.7384799829855575 1.774010444970206 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 1.70256514610909 1.7716867443920643 67.319992 1.6350119999999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 1.671687117449027 1.7321477143147488 67.120003 1.9349954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 1.7007427448173587 1.7679667672575474 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 1.6927933251412581 1.758631648392178 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 1.6913345261764396 1.7571544446867982 67.12001 1.9349850000000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 1.6291834231233353 1.6898203443648319 67.340004 1.604994000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 1.694893075356895 1.7636223166317138 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 1.653240922246225 1.7090256370545416 67.279991 1.6950135000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 1.6927933251412581 1.758631648392178 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 1.6945770587380944 1.7617841533936234 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 1.6678350883905944 1.7296437854018896 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 30 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 1.6381470605994453 1.7001552761348 67.5 1.3649999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 23 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 1.718329656446918 1.7551569915364376 67.5 1.3649999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 1.746487805604255 1.7819401460663735 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 1.6929775400306206 1.7614427559725963 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 1.7083647393365475 1.7787218097951987 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 1.6757776367556103 1.740047627170659 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 1.7073614989934756 1.7766255084494833 67.279991 1.6950135000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 1.690080159658816 1.7568310730449022 67.280006 1.6949909999999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 1.6804597535133703 1.7423468754075062 67.439995 1.4550075000000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 1.6473983509479626 1.7097738260233557 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 1.6656802153265786 1.7307087499209561 68.319992 0.49000799999999745
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 1.775825195250335 1.8159188844333711 67.220009 1.784986499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 1.6814344489988404 1.7476633415666434 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 1.6900531737298121 1.757661298434056 67.620003 1.1849954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 1.7384799829855575 1.774010444970206 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 1.6798101707481896 1.7473116654460903 68.059998 0.5250030000000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 1.7092036828447799 1.7789916063487614 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 1.683822566130062 1.7482977431914712 68.019997 0.5850044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 1.7386509557240812 1.7740198932073763 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 1.7046014716490825 1.7747879178188024 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 1.678596496323773 1.7414796617587807 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 1.6433372410269123 1.7099366953080561 67.68 1.0949999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 1.6694659453066434 1.7409917783549744 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 1.6974768073154824 1.7650965765167321 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 1.666342774603122 1.7289235884874101 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 1.655508754868745 1.724508181967634 67.379997 1.5450044999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 1.6544552144413465 1.7209407034796547 67.279999 1.6950014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 30 add fp16 1 relu fp16 1
-9 gpu conv samp 33 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 1.6646542146465668 1.7320238875704903 67.839996 0.8550059999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 1.6900531737298121 1.757661298434056 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 1.7083647393365475 1.7787218097951987 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 1.6670049114080405 1.725596258241189 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 1.688200181227868 1.7536048508969324 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 1.641386761420658 1.695601728469858 67.279999 1.6950014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 1.6702058841970955 1.7390182797396547 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 1.7008289699103596 1.7680435685996034 67.560005 1.274992499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 1.6926492275033953 1.7582939961108108 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 1.684234091217753 1.7499566998814018 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 1.666545008233999 1.7346010898199087 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 1.684515642032145 1.7180765580853021 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 1.7619990601149609 1.8004166454800317 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 1.6927933251412581 1.758631648392178 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 1.6976217281181594 1.7654368467587447 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 1.7074385035725788 1.744668437343303 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 1.6475427986248987 1.7148986916066955 67.579994 1.245008999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 1.7046014716490825 1.7747879178188024 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 1.6897687233386276 1.757304845819841 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 1.6944167465808173 1.728960346913611 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 1.6306920750802454 1.6844652743275892 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 1.6146110788963393 1.6787483888640913 67.279999 1.6950014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 1.6786019993650627 1.7414236505042089 67.300003 1.6649954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 1.6976217281181594 1.7654368467587447 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 1.7075281137629148 1.7812108391521553 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 1.6922226045475297 1.7260456042990744 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 1.6689010518740282 1.7281543535989268 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 1.666545008233999 1.7346010898199087 67.960007 0.6749894999999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 1.6929300307214041 1.7639606361147901 67.160004 1.8749939999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 1.653240922246225 1.7090256370545416 67.279991 1.6950135000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 1.6937524089582046 1.7615195504718664 67.639999 1.1550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 1.7336521357150805 1.768957776490731 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 1.7046014716490825 1.7747879178188024 67.740005 1.0049925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 1.7127008995907798 1.7465580739269504 67.719994 1.0350089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 2.361295779993032 2.4208321769230774 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 1.9793777717840277 2.0173513565159977 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 2.0126381982147485 2.0550673317177894 67.439995 1.4550075000000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 1.9636114831980227 2.0097085113592845 67.05999 2.0250149999999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 2.351528549185539 2.4088761287863187 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 2.0083780763019843 2.050829201933328 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 26 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 1.9494208010907192 1.994779820583377 68.900002 0.09000200000000402
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 1.9954177606893377 2.0354612255863933 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 2.0088972527095406 2.0503964447608927 66.599991 2.7150134999999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 1.8958508619384928 1.928582599709469 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 1.94502486207904 1.9803437864590412 67.400002 1.514996999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 1.9366834696330266 1.9801900323378134 67.020004 2.0849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 35 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 2.0017607211494792 2.0408561057144623 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 1.9838053499419896 2.0166892130801686 66.620003 2.6849954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 1.9469121564046719 1.9908890780033723 67.080002 1.994997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 2.0237624102010545 2.0659418685021635 67.479996 1.395005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 2.1575683772395826 2.2109147702415055 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 2.022164202482378 2.0651285230625778 66.559998 2.775003000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 1.9728013185143785 2.0212991683302373 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 2.0097708348561367 2.0525569996557738 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 30 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 1.9692832666660107 2.007722899672962 66.819992 2.385011999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 1.9657781171591107 2.0002958752436006 66.659996 2.625005999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 1.8298336291155015 1.8663447410752838 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 1.8386369835839935 1.8730933974105453 66.5 2.864999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 2.3813058905305287 2.435397775406841 66.5 2.864999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 1.9954177606893377 2.0354612255863933 67.280006 1.6949909999999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 2.1576173590690484 2.210745432924409 66.520004 2.8349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 2.1453082566712873 2.1985100729747544 67.340004 1.604994000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 1.97944281459429 2.0169345653510398 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 2.0044586063473164 2.0452619739134654 66.82 2.385000000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 2.1486081787548756 2.2037004680854104 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 1.9037898785551601 1.9376875747653253 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 2.2490399369704286 2.2963244219014376 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 2.0104873781933974 2.051985614719507 67.120003 1.9349954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 1.9104954258741005 1.953353750682797 67.619995 1.1850074999999904
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 2.3760249419960333 2.4355708658415716 66.699997 2.5650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 2.3703619680776558 2.4235778459375865 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 2.1610281364434716 2.216205435506746 67.479996 1.395005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 1.9636125186328692 2.009421176365408 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 1.9467602238956605 1.9906110959167513 68.240005 0.5699950000000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 2.0224241875379176 2.0650877573738002 66.559998 2.775003000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 1.9735216889755731 2.0143955228891985 66.959999 2.1750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 2.0127824883313044 2.055249521098212 67.279999 1.6950014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 2.0782860251886537 2.127592742639988 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 1.994864043103508 2.0352070180363437 67.499992 1.365011999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 1.9620310832382073 1.996751056937874 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 1.9690778434396452 2.0067455160402106 66.680008 2.5949879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 1.9542102548289844 1.9890312955243428 66.719994 2.535008999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 34 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 2.137603207004579 2.187966619891515 67.400002 1.514996999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 1.8602104821892806 1.9041634594427739 67.020004 2.0849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 35 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 1.9596890139802374 2.002519603089399 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 1.994864043103508 2.0352070180363437 67.459999 1.4250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 1.9500959713670096 1.9836250671573465 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 2.266523786221086 2.325013580523745 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 1.9873028265245545 2.0284710456829074 66.740005 2.5049925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 23 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 2.0126572840682257 2.0548374093862907 67.300003 1.6649954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 2.1244093691992734 2.181231765128368 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 2.298272620736106 2.3530350188080265 66.68 2.5949999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 2.017824238626769 2.0641035703309947 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 2.3228967169181978 2.3707411585572062 66.860001 2.3249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 1.9333589173389019 1.9758787894113983 66.62001 2.6849850000000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 30 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 1.8524840918848786 1.8995791837973885 66.560005 2.774992499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 1.8831547688849055 1.9190792742197744 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf296 2.091122928587181 2.137129131995061 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf297 1.8692394984273937 1.9111832463385756 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf298 1.8881778606736335 1.9310706835711249 67.699997 1.0650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf299 2.022164202482378 2.0651285230625778 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf300 2.35711467139076 2.4154880239410432 66.519997 2.8350044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf301 2.3759337068777193 2.436482168747348 66.699997 2.5650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf302 1.815174562221321 1.8501318802015787 67.400009 1.5149864999999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf303 1.9619131467687512 1.9967762415454113 67.479996 1.395005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf304 1.826662093609486 1.8597200023014782 66.480003 2.8949955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf305 2.0017607211494792 2.0408561057144623 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf306 1.9654251668811602 2.012149197052644 66.460007 2.924989499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 34 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf307 2.356701049246605 2.4087068116938912 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf308 1.931349442915253 1.9718744741296037 66.520004 2.8349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 30 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf309 2.0523088418180273 2.0947541432007277 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf310 2.018200139192886 2.061079290297198 66.419998 2.9850029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 22 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf311 1.9844090857459786 2.0214516196968617 66.82 2.385000000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf312 1.9542102548289844 1.9890312955243428 66.860001 2.3249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf313 2.024956143001659 2.068488921269679 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf314 2.0119965111578755 2.054390592428598 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf315 1.9151794630525754 1.9588511653156884 66.499992 2.865011999999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 34 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf316 2.0151648282511503 2.058204865257534 67.32 1.6350000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf317 1.987353831630591 2.0231264173451065 67.459999 1.4250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf318 2.001031517268529 2.0360255345243954 66.419998 2.9850029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 24 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf319 1.9636114831980227 2.0097085113592845 67.059998 2.025003000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf320 1.9653845225435036 2.012289476024055 66.620003 2.6849954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf321 2.1254601059819076 2.1753833000052523 67.040001 2.0549984999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf322 1.899868646541916 1.9395542675112687 67.559998 1.2750030000000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf323 2.3764645398756596 2.4368087874887507 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf324 1.9434582752148815 1.9860657697457742 66.460007 2.924989499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf325 2.021791913279536 2.064576069805123 66.639999 2.6550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 22 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf326 2.02097375820111 2.062589734208365 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf327 1.9880923973468778 2.0314858561649602 66.800003 2.414995499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf328 1.9737693159850145 2.0143567355203604 66.959999 2.1750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf329 1.9426265452223195 1.984038225517422 66.82 2.385000000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf330 1.6660224063162075 1.7244669701216435 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf331 1.940645302286591 1.9803455289855991 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf332 1.9814861852843308 2.019188167205857 67.120003 1.9349954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf333 2.1608859764280304 2.2158883371119695 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf334 1.9467602238956605 1.9906110959167513 68.439995 0.3700050000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf335 2.303209873531392 2.347427394337919 66.480003 2.8949955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf336 2.0016339499617435 2.0437748363972488 66.800003 2.414995499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 34 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf337 1.989187124008413 2.025072745443075 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 25 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf338 2.0047384885790445 2.047645669127804 67.020004 2.0849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf339 1.9602851001169144 1.9951615953484783 66.559998 2.775003000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 26 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf340 1.9657153842374853 2.0024258960569092 66.980003 2.1449955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 23 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf341 2.160961443168863 2.2151345534316755 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf342 1.9979164168999457 2.0388071024947285 66.819992 2.385011999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 29 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf343 1.6347200769212729 1.6962653669373267 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 35 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf344 1.854303598979935 1.8902983995640086 68.459999 0.35000100000000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf345 1.964116340122807 1.9989931541068626 67.0 2.114999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf346 2.3760249419960333 2.4355708658415716 66.560005 2.774992499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf347 1.9654251668811602 2.012149197052644 66.699997 2.5650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 36 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf348 1.9949782015525086 2.035183441141127 66.979996 2.145005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf349 1.9595718276122756 2.001197633283485 67.720001 1.0349985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf350 2.012399803883735 2.054877771383245 67.300003 1.6649954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf351 1.899642914396538 1.949388782918453 68.040001 0.5549984999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf352 2.372056636485195 2.4305656103944244 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf353 1.9732130980544471 2.006364661500816 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 29 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf354 1.9494208010907192 1.994779820583377 68.139999 0.6700009999999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf355 1.9243326954991533 1.9620695030082997 67.300003 1.6649954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf356 2.0262841878078834 2.073829961257216 66.619995 2.6850074999999904
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf357 1.9534122420001727 1.999307706869355 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 25 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf358 1.9467602238956605 1.9906110959167513 67.599998 1.2150029999999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf359 1.9593402148314887 1.9953828028857157 66.819992 2.385011999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 28 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf360 1.8056035894877474 1.8382944557421306 66.480003 2.8949955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf361 1.9976842250701312 2.038641890644366 66.720001 2.5349985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 24 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf362 2.3615036523716904 2.4125210243561 66.979996 2.145005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf363 1.9247111935879717 1.9597965084874447 67.419998 1.4850029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv perf 30 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf364 1.821783993781021 1.8553596283582316 66.759995 2.4750074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf365 1.8669251949305998 1.9027868855847554 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv fp16 1 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf366 2.02568576110283 2.069679332916151 66.760002 2.474996999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf367 1.9352989692561386 1.9781016260286135 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf368 1.9805217136447795 2.019405919965044 67.019997 2.0850044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv perf 25 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf369 2.005214948782951 2.045744329877592 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 27 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf370 1.9533599833980024 1.999087068025428 66.599998 2.715002999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 35 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf371 1.9467602238956605 1.9906110959167513 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf372 2.0703915572906593 2.1253970507372566 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf373 2.017824238626769 2.0641035703309947 66.900002 2.264996999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf374 2.005017663844771 2.045518699655494 66.759995 2.4750074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv fp16 1 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf375 2.0225506099551986 2.0655039913121294 66.5 2.864999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf376 1.9497242218365831 1.9898644362559115 66.5 2.864999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf377 2.012399803883735 2.054877771383245 67.319992 1.6350119999999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf378 2.1255878260988004 2.176083143171096 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf379 1.953910842069869 1.9889841198300706 67.080002 1.994997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf380 2.1564760128047054 2.2162654213625026 66.940002 2.2049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf381 1.8695052454604237 1.9137977339807684 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf382 2.0782860251886537 2.127592742639988 67.019997 2.0850044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 36 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf383 2.011665497027356 2.054498350099122 66.899994 2.265008999999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv perf 21 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf384 2.1605891765192426 2.2159352739824794 67.459999 1.4250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf385 2.048631280362937 2.09765601859206 68.139999 0.6700009999999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf386 2.012465255350412 2.054229534540815 67.300003 1.6649954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf387 2.2666068120454277 2.3241837398838583 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf388 1.885120071209979 1.9215294472176343 67.419998 1.4850029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 29 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf389 2.0126045763482074 2.055038423788924 67.340004 1.604994000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 31 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_pareto_confs_batch220.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_pareto_confs_batch220.txt
deleted file mode 100644
index afca8258e31c323652648f7e3c35e41b00783d18..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_pareto_confs_batch220.txt
+++ /dev/null
@@ -1,1901 +0,0 @@
-40962.010444
-+++++
-conf1 1 1 68.41 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 2.0095938492199235 2.057797059536265 67.860001 0.8249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 1.8697789201557335 1.9141540213568677 68.340004 0.4699960000000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 1.6425718400353233 1.708009112432148 69.220001 0.4100009999999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 2.0774498600473374 2.1189036670545303 68.020004 0.5849939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 1.6408704169329433 1.7058279484041323 69.12001 0.3100099999999969
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 2.1209694597018007 2.16602782174843 67.959999 0.6750015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 1.6425718400353233 1.708009112432148 69.400002 0.590002000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 2.0913239627814937 2.135646807447489 68.040001 0.5549984999999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 2.096643006210441 2.142140709268033 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 1.9450774145390584 1.9904732044926405 68.5 0.3099999999999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 1.6425718400353233 1.708009112432148 68.880005 0.07000500000000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 2.1320222022150315 2.180853599167339 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 1.8464135889407773 1.8943537790946205 68.300003 0.5099969999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 2.1069827453432026 2.1488170513533795 67.82 0.8850000000000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 1.6425718400353233 1.708009112432148 69.259995 0.4499950000000069
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 2.0702579326412627 2.10602103802836 67.880005 0.7949924999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 2.099607310629903 2.145994962243291 67.880005 0.7949924999999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 35 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 1.94414316179594 1.9900722003466098 68.480003 0.3299970000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.114500117041645 2.1619101545656934 68.199997 0.6100030000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 1.9412551572345633 1.9862115785911059 68.259995 0.5500049999999931
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 2.108311537126422 2.1539079501951126 67.940002 0.7049969999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 1.6425718400353233 1.708009112432148 69.020004 0.21000400000000352
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 1.6184116336757395 1.6771384378155052 69.0 0.1900000000000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 2.1200832407839747 2.1689740044914205 67.800003 0.9149954999999892
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 2.1115280359149606 2.157524553907551 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 2.093384039267718 2.132336624548198 68.060005 0.5249924999999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 1.6407343002436297 1.7057172545367527 68.68 0.1299999999999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 2.1114559823273273 2.1582396331275233 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 2.087982511137163 2.131201346247692 67.979996 0.6450059999999951
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 1.6455588608145153 1.7142960571826438 69.139999 0.3299990000000065
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 1.607681269498618 1.6722794041839921 68.959999 0.14999899999999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 2.114500117041645 2.1619101545656934 67.919998 0.7350029999999848
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 2.075132399163212 2.116881049702466 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 2.096643006210441 2.142140709268033 68.0 0.6149999999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 1.6890562748994227 1.755107643295646 68.300003 0.5099969999999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 2.111877271608356 2.158649725729647 67.840004 0.8549940000000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 2.1114559823273273 2.1582396331275233 67.779999 0.9450014999999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 31 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 1.6900531737298121 1.757661298434056 67.239998 1.755002999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 1.6895077825082734 1.7570495573608509 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 1.6949340322201736 1.7638869165380267 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 1.707261232646667 1.7760209140549859 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 1.7075281137629148 1.7812108391521553 67.480003 1.3949955000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 1.6694659453066434 1.7409917783549744 67.220009 1.784986499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 1.6921192852041902 1.7583902693094622 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 1.6932046279757953 1.7609051212479854 67.900002 0.7649969999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 1.70256514610909 1.7716867443920643 67.319992 1.6350119999999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 1.6921192852041902 1.7583902693094622 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 1.6913345261764396 1.7571544446867982 67.12001 1.9349850000000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 1.694893075356895 1.7636223166317138 67.259995 1.7250074999999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 1.6920856637004587 1.758318611046996 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 1.6929775400306206 1.7614427559725963 67.220001 1.7849985000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 1.7083647393365475 1.7787218097951987 67.520004 1.3349939999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 1.6745483531786907 1.7391418373723506 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 1.7073614989934756 1.7766255084494833 67.279991 1.6950135000000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 1.6893747643704917 1.7565186763213303 67.280006 1.6949909999999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 1.6804597535133703 1.7423468754075062 67.439995 1.4550075000000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 1.6651504388369975 1.7301156231086328 68.319992 0.49000799999999745
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 1.6814344489988404 1.7476633415666434 67.139999 1.9050014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 1.6895077825082734 1.7570495573608509 67.620003 1.1849954999999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 1.6798101707481896 1.7473116654460903 68.059998 0.5250030000000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 1.7092036828447799 1.7789916063487614 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 1.683822566130062 1.7482977431914712 68.019997 0.5850044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 1.7046014716490825 1.7747879178188024 67.199997 1.8150045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 1.678596496323773 1.7414796617587807 67.260002 1.7249969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 1.6694659453066434 1.7409917783549744 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 1.665812576637353 1.7283316844111252 67.180008 1.8449879999999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 1.689533008844758 1.757224191123395 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 1.7083647393365475 1.7787218097951987 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 1.7008289699103596 1.7680435685996034 67.560005 1.274992499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 1.684234091217753 1.7499566998814018 67.760002 0.9749969999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 1.666545008233999 1.7346010898199087 68.099998 0.46500299999999584
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 1.6976217281181594 1.7654368467587447 67.219994 1.7850089999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 1.6475427986248987 1.7148986916066955 67.579994 1.245008999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 1.7046014716490825 1.7747879178188024 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 1.6892235156600328 1.7566933527997313 67.159996 1.8750059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 1.6976217281181594 1.7654368467587447 67.240005 1.7549925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 1.7075281137629148 1.7812108391521553 67.18 1.8449999999999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 1.666545008233999 1.7346010898199087 67.960007 0.6749894999999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 1.6923827814590007 1.7633445030763821 67.160004 1.8749939999999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 1.6932046279757953 1.7609051212479854 67.639999 1.1550014999999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 1.7046014716490825 1.7747879178188024 67.740005 1.0049925000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 2.361295779993032 2.4208321769230774 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 2.351528549185539 2.4088761287863187 66.580002 2.744997000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 1.9494208010907192 1.994779820583377 68.900002 0.09000200000000402
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 2.3813058905305287 2.435397775406841 66.5 2.864999999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 2.3760249419960333 2.4355708658415716 66.699997 2.5650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 2.3703619680776558 2.4235778459375865 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 1.9467602238956605 1.9906110959167513 68.240005 0.5699950000000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 2.266523786221086 2.325013580523745 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 2.3228967169181978 2.3707411585572062 66.860001 2.3249984999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 2.35711467139076 2.4154880239410432 66.519997 2.8350044999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 2.3759337068777193 2.436482168747348 66.699997 2.5650045000000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 2.3764645398756596 2.4368087874887507 66.459999 2.9250015000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 1.9467602238956605 1.9906110959167513 68.439995 0.3700050000000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 2.3760249419960333 2.4355708658415716 66.560005 2.774992499999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 2.372056636485195 2.4305656103944244 66.479996 2.895005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 2.3615036523716904 2.4125210243561 66.979996 2.145005999999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 2.0475949288316158 2.0972106700597295 68.139999 0.6700009999999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 2.2666068120454277 2.3241837398838583 67.659996 1.1250059999999849
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_multi.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_multi.txt
deleted file mode 100644
index 3bbbdfb4c80c5d42f45dd392aa1a931b86188dd9..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_multi.txt
+++ /dev/null
@@ -1,8646 +0,0 @@
-40962.010444
-+++++
-conf1 1 1 68.41 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 2.531806269647211 2.584031597392498 68.38250025 0.42749974999998985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 2.8483006674952676 2.9057884560181133 68.26416685 0.5458331500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 2.4121535710371442 2.4982756138592532 67.444999975 1.4475000374999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 1.7068443585446063 1.7737416233449126 67.987500325 0.6337495124999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 2.4039205485040727 2.494619456698525 67.47416665 1.4037500249999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 2.052202321777928 2.1350308754326734 67.28250065 1.6912490249999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 2.4379362586674644 2.5270003507924814 67.236666925 1.7599996125000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 2.052202321777928 2.13271232736328 67.31249885 1.646251724999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 2.052202321777928 2.1338802023322923 67.38916625 1.5312506249999913
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 2.157076640542293 2.2368454710120678 67.672499775 1.1062503374999864
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 2.2978418595941084 2.391151733513194 67.461666075 1.4225008875
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 2.356785309796109 2.437810990822831 67.45333285 1.4350007250000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 2.052202321777928 2.1344492286207566 67.3199999 1.6350001499999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 2.46125841157012 2.5583827070387914 67.4158337 1.491249450000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 1.7090444827274243 1.7768589904188292 67.50083225 1.363751624999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 2.2920216409494683 2.3774864204836055 67.235832975 1.761250537500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 1.9945882916530338 2.0701973513432606 67.66749975 1.113750374999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 1.6308668688234444 1.6928965718300184 68.563333875 0.24666612499999874
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.2920216409494683 2.380352764082028 67.270833775 1.7087493374999951
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 1.9945882916530338 2.0701973513432606 67.6383331 1.1575003499999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 1.6547085984412577 1.7156461976766466 68.379166875 0.4308331250000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 36 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 1.6668008205517637 1.7291441954536584 68.340000175 0.4699998249999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 2.2920216409494683 2.377486420483605 67.1975014 1.8187479000000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 2.014845081317613 2.095176982631014 67.617500825 1.1887487625000048
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 1.9945882916530338 2.068832458783133 67.760000125 0.9749998124999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 2.488107355941505 2.5880961258937383 67.120834175 1.9337487374999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 2.220390336854784 2.3007197263341217 67.430834475 1.4687482874999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 3.407155177262594 3.4572066856994343 67.03166715 2.0674992749999888
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 3.5158872059488586 3.576927149599597 67.31666755 1.6399986749999869
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 3.722318794509427 3.7869330103091317 67.2583336 1.7274995999999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 3.5923106710544825 3.6503961120460056 66.6758325 2.601251249999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 3.578333349861494 3.649935748695289 66.988333075 2.132500387499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 3.282396447010819 3.350095039956991 66.82916715 2.3712492749999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 3.5036846849156875 3.5562755853287453 66.5074993 2.8537510499999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 3.5949057569064755 3.644316270701064 66.9716666 2.157500099999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 3.1358363438268753 3.185555148970249 67.06583345 2.0162498249999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 3.7220948823231494 3.787508508021472 67.28166755 1.692498675000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 3.5370064979870968 3.5880504293974633 67.415000325 1.4924995125000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 3.227269037453898 3.278267589382589 67.189167225 1.8312491624999865
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 3.2392547364814406 3.282131657582385 67.3574997 1.578750449999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 3.1653888023200816 3.2296672623374945 67.3449999 1.5975001499999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 3.4021661201279474 3.4571216916737364 67.524166275 1.3287505874999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 3.2954135752793436 3.3421300934101947 67.285000875 1.6874986875000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 2.4446392076409293 2.5005698136698338 68.138333525 0.6716664750000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 2.6010353905577044 2.6615997335936625 67.9958338 0.6212492999999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 5
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 2.196471306268259 2.2445141252750864 68.5124997 0.29750029999999017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 2.3747887490878097 2.4691631995503087 67.769166625 0.9612500624999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 2.2294284865194895 2.313500223847868 68.744167125 0.06583287499999246
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 2.426772126159957 2.522301549599086 68.289999575 0.5200004250000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 3.0992759783626425 3.2299134217225873 67.280834375 1.6937484374999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 2.373880963458196 2.4671567320714622 68.6458321 0.1641678999999897
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 3.057727047637769 3.1831338553317567 67.36500035 1.567499474999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 2.2294284865194895 2.314341330473234 68.5566669 0.2533331000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 2.7829841752026216 2.869775723094636 67.32000045 1.6349993250000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 2.2294284865194895 2.315544217986667 68.674999775 0.1350002249999932
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 2.857548321354948 2.9676193597251554 67.15416635 1.8837504749999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 2.184587197276798 2.2551674180981145 68.90083285 0.20916714999999614
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 2.857548321354948 2.9653907756993823 67.16583345 1.8662498250000041
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 3.148802175498552 3.2890768302393956 67.5566668 1.2799997999999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 2.426772126159957 2.5204914155932614 68.5250008 0.2849991999999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 2.753895999788557 2.8434364573681368 67.272500225 1.7062496624999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 2.3016536156566105 2.394767677818315 68.69833395 0.11166604999999097
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 2.8677209131865298 2.987816734117314 67.3750006 1.5524990999999844
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 3.0992759783626425 3.227955386226766 67.264999975 1.7175000375000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 3.057727047637769 3.1854176515523673 67.3383319 1.6075021499999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 2.857548321354948 2.9698512959715897 67.231666525 1.7675002125000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 2.252093420350433 2.337559259857687 67.830834 0.8687490000000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 promise swing_level 5
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 3.0996064213435526 3.2319136095127345 67.492499675 1.3762504874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 2.517891142676111 2.5728106559313533 67.808333575 0.9024996374999859
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 2.9049096464880217 2.9623683150886633 67.674999225 1.1025011625000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 3.214377240822026 3.2762325483749004 66.743334225 2.4999986624999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 2.520235305486394 2.569538180492961 68.115832125 0.6941678749999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 2.1160387676199166 2.1891034525267554 68.3475005 0.4624995000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 2.74087534089344 2.7831052979790822 68.4599999 0.3500000999999969
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 2.806532585421691 2.820995833161755 68.539166125 0.27083387500000244
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 2.8468811777738448 2.8685105919466856 68.387499575 0.42250042499998985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 2.2587391779452934 2.2907217325983904 68.548332925 0.26166707499999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 2.8468811777738448 2.865374456116259 68.360833975 0.44916602499999103
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 2.9657188493373 2.99109169443368 68.1208338 0.6891661999999968
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 2.6775221620066407 2.7004022179671616 67.865000675 0.8174989874999881
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 2.593053516575568 2.6142072956079057 67.914167425 0.7437488624999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 2.2531585452654723 2.341545974291942 67.674165925 1.1037511124999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 2.4688129322402483 2.5719189522184336 67.217500525 1.7887492124999866
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 2.773275954878241 2.826751458656783 67.044167125 2.048749312499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 2.9601513535046093 3.0041081021431726 66.798332725 2.417500912500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 2.6883631047820824 2.7439745130730304 66.9374996 2.208750600000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 2.810807275449043 2.8621010390092665 66.924166125 2.228750812499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 2.7414984274100562 2.784843202834359 67.395833375 1.5212499375000021
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 2.5544150838106137 2.5990278236969253 66.822499375 2.381250937499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 2.810807275449043 2.865230009547982 66.88916635 2.281250475
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 2.5590308835040334 2.60653756011285 67.14416685 1.8987497249999876
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 2.6589606706773843 2.712310576887611 67.788333875 0.9324991874999853
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 5
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 2.3545725519233076 2.405835328669297 68.37083435 0.4391656500000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 2.3029168832144196 2.3519681363866627 68.326666225 0.48333377499999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 2.1706868305385214 2.221618445198622 68.91749975 0.192500249999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 2.3545725519233076 2.4040968726473997 68.1941669 0.6158330999999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 2.2790425785851856 2.3256304687097886 68.518332875 0.2916671249999979
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 2.1038925750448714 2.1484205385832267 68.6783341 0.1316658999999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 2.287803095413778 2.3372047583813473 68.2274996 0.582500399999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 2.3055274846377074 2.357736041895667 68.43000015 0.3799998499999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 2.2350428335600028 2.2772412985747685 68.44333345 0.36666654999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 2.2790425785851856 2.3249549588716683 68.4958321 0.3141678999999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 2.3545725519233076 2.4070277790316283 68.1775008 0.6324991999999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 2.0786122412914723 2.12261190448046 68.406666575 0.4033334249999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 2.2426235716366167 2.2919266562103244 68.231666425 0.5783335749999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 2.168850405887539 2.20833877730728 68.85000005 0.25999994999999104
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 2.351103175586798 2.444838268395293 68.11166715 0.6983328499999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 2.7026931241701475 2.7973486861281214 67.47833325 1.3975001249999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 2.1096986022005986 2.1836971380525543 68.078333675 0.4974994875000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 2.070238897293493 2.1423919373268356 68.149166525 0.6608334749999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 2.05690448694477 2.1273491446858945 67.6583336 1.127499599999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 2.534855849218905 2.580909209352043 67.54250085 1.3012487250000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 2.2964156383895076 2.351481921740759 66.742500475 2.501249287499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 2.662089516879466 2.71919438331519 67.78916605 0.9312509249999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 2.6220525122000846 2.681574658275313 67.24749985 1.7437502249999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 2.52421624723274 2.5762653292732747 68.034167075 0.5637493874999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 3.1999148408838196 3.252003957249562 66.579166775 2.746249837499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 2.70795260164052 2.7604577397617525 67.11583195 1.9412520749999942
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 2.708418849232671 2.7603849014395365 67.1366663 1.9100005499999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 2.413624319663346 2.4596095767658928 66.799166725 2.4162499124999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 2.538086738268566 2.5847048507358394 66.62500035 2.6774994750000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 2.937226162565034 2.9812931823388062 66.89666655 2.2700001749999856
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 2.569962432927139 2.6244082496569385 67.19249935 1.8262509749999865
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 2.2964156383895076 2.3510379419418985 66.73666635 2.5100004750000053
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 2.6273731469296564 2.6793706644759 67.3541677 1.5837484499999874
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 5
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 2.1806326139310364 2.2259499432494008 68.30416755 0.5058324499999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 2.321309113883591 2.3735894706695566 68.2241665 0.5858335000000011
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 2.379124234397029 2.4357456837296385 68.010834125 0.5987488124999913
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 2.4385971394833974 2.4992975138128157 68.08666685 0.48499972499999444
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 2.1457183716229236 2.1938139699755466 68.274166825 0.5358331750000019
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 2.4385971394833974 2.5000781487201538 68.0874995 0.48375074999998446
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 2.234052436737052 2.2851898878049264 68.2658333 0.5441666999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 2.798588758912765 2.8446870980536563 68.284166075 0.5258339249999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 2.80727084023136 2.8637085022276936 68.4691676 0.3408323999999908
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 2.148791609125364 2.182906358316814 68.0675001 0.5137498499999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 2.1929744462226273 2.239059913008435 68.103334025 0.45999896250000205
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 2.80727084023136 2.8660657328348114 68.295832825 0.5141671749999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 2.80727084023136 2.866324368517908 68.310833 0.49916699999999425
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 2.382898032603418 2.441336758844003 68.097498575 0.46875213749999034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 2.3610429300545723 2.418666276454373 68.30500005 0.5049999499999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 2.1929744462226273 2.2384337514722423 68.068333625 0.512499562500004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 2.73527441280873 2.7739816832649815 68.315833275 0.4941667249999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 2.3838096005738705 2.4291316919113894 67.860833825 0.8237492624999945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 2.4478275057431467 2.4926025874458864 68.1408337 0.6691662999999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 2.4385971394833974 2.500580209506393 68.07166535 0.5075019749999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 1.918229516211271 1.9942694698723882 67.745833725 0.9962494124999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 2.3266091920825653 2.4122745690916894 67.42833435 1.4724984749999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 2.2798255252831123 2.3653646958819934 67.271667075 1.7074993875000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 2.193641467019771 2.2772489342089424 67.89333325 0.7750001249999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 2.3266091920825653 2.4152254609741655 67.38166645 1.542500324999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 3.3794361987902968 3.434333781932653 66.829166725 2.371249912500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 2.539480739176512 2.5988945555378273 67.06583355 2.0162496750000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 3.385845471029618 3.4429556228825144 66.928333075 2.2225003874999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 2.539480739176512 2.5991072174990832 67.014166425 2.0937503624999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 3.249207441627717 3.3234389033733756 66.601666475 2.712500287499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 2.478723034301094 2.533419899436076 68.203332725 0.606667275000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 3.385845471029618 3.4423947108511714 67.020000425 2.0849993624999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 7
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 3.1027892008746663 3.16353225476062 67.4966656 1.3700015999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 2.714525524852252 2.774482702324929 67.199165975 1.8162510374999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 2.539480739176512 2.5985648175035485 66.995833975 2.1212490375
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 6
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 3.385845471029618 3.4442753766996046 66.83416645 2.363750324999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 3.385845471029618 3.4397549192173074 66.870833 2.308750499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 3.385845471029618 3.4436962554024793 66.894998975 2.2725015375000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 6
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 3.385845471029618 3.4431351020432976 66.8225006 2.381249099999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 3.3794361987902968 3.43490975830042 66.848332825 2.342500762499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 3.3794361987902968 3.4386739152420285 66.78249995 2.441250074999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 2.8485206962122085 2.9045649970969234 67.78749965 0.9337505249999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 3.3909586703280232 3.459426813273045 67.117499425 1.9387508624999867
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 3.1516841588954083 3.2200632045853945 66.61499985 2.692500224999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 3.2456640658909834 3.2969891784050556 66.898333575 2.267499637500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 3.3794361987902968 3.4337756754251765 66.805833825 2.4062492625000047
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 2.5412190952888225 2.5988905000531495 68.26083435 0.5491656500000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 2.542356047264424 2.607762899541255 67.1166663 1.9400005499999864
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 2.7814613923975795 2.8410067941331607 68.110001175 0.699998825000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 2.5293055347613422 2.5857888884210243 68.196666125 0.6133338750000036
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 2.3754253507329715 2.4292456536173916 68.36916695 0.4408330500000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 2.292921668681913 2.3543612929170905 68.422499625 0.38750037499999623
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 2.807591594602844 2.8693932737616037 68.459166525 0.35083347499999606
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 2.4033396277471732 2.4520091945102234 68.318333925 0.49166607499999204
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 2.8845876036320868 2.951442840876481 68.07750055 0.4987491750000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 2.4286462257131065 2.486176947028473 68.548332525 0.2616674749999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 2.390843479818055 2.44814064589364 68.57583365 0.23416634999998964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 2.4089315165964122 2.4667153084329714 68.34583225 0.46416774999999577
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 2.514604719842303 2.581107298473151 68.19499915 0.6150008499999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 2.241053608904838 2.28544196930799 68.286666825 0.5233331749999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 2.2009388215791312 2.2336369122723925 68.021665975 0.5825010374999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 2.4385971394833974 2.500580209506393 68.04250045 0.5512493249999864
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 2.5471174978986673 2.6012763202389904 68.443333375 0.366666625000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 2.7814613923975795 2.8384369137164165 68.156666 0.6533339999999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 2.25359125165694 2.3494757912114146 68.14250085 0.6674991499999919
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 2.310108153966515 2.4022629800218924 67.46333265 1.4200010249999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 2.266284594484979 2.3482105808031584 67.6716662 1.1075006999999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 2.4157126809360037 2.5078670837488217 67.55666625 1.2800006249999853
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 2.2798255252831123 2.36466590967033 67.467499925 1.4137501124999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 2.1445258750323006 2.217791118382177 68.200000575 0.6099994249999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 2.4157126809360037 2.506667782405043 67.642499575 1.1512506374999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 2.2739660013329934 2.3587191715174236 68.112499175 0.6975008250000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 2.4157126809360037 2.5082600212706105 67.40249935 1.5112509749999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 2.266284594484979 2.3488996739555894 67.581666375 1.2425004374999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 2.4157126809360037 2.505864348758706 67.688332775 1.0825008374999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 2.4157126809360037 2.507867083673294 67.56416655 1.268750175000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 2.4157126809360037 2.504666961746675 67.71833325 1.037500124999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 2.3939105350808036 2.4864888135024086 67.914167075 0.743749387500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 2.266284594484979 2.3485550767661683 67.8308334 0.8687498999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 2.4157126809360037 2.5080619653732956 67.355833275 1.5812500875000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 2.365315804591113 2.4541504427733467 67.823333325 0.8800000125000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 2.299640549268741 2.379574901772727 67.9416664 0.702500399999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 2.3266091920825653 2.4152254609741655 67.3033335 1.6599997500000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 3.086954925836732 3.1498536844076175 66.701666525 2.562500212500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 3.2097698964676447 3.2817993456037944 66.97000005 2.159999925000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 3.977300404880894 4.073752280166652 66.63000055 2.6699991749999867
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 5
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 2.908409400822144 2.972528330774813 67.719166025 1.0362509624999845
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 2.9702815189714746 3.0341966447399833 66.806666125 2.405000812499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 2.863487783047589 2.920735663883063 67.222500225 1.781249662499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 3.2142102672054382 3.2863209313195916 66.7391666 2.5062500999999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 2.609070519310348 2.6634431589788297 68.090834075 0.47874888749998945
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 3.007188352514822 3.073344226466196 66.804166125 2.408750812500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 3.2142102672054382 3.2866609805858364 66.671666175 2.607500737499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 2.8841299207842814 2.94975627395567 66.648332575 2.6425011374999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 2.542356047264424 2.607762899541255 67.119166925 1.9362496124999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 3.2142102672054382 3.2866609805858364 66.9541663 2.183750549999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 3.2142102672054382 3.2873358900279337 66.691667 2.577499500000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 2.3509842860421992 2.392704169627767 68.089165825 0.4812512625000025
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 7
-8 promise swing_level 6
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 2.359994609817932 2.425139658984939 68.511666475 0.2983335249999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 32 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 2.514604719842303 2.580572384389913 68.164166025 0.6458339749999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 34 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 2.518597169095844 2.574574974252665 68.23999995 0.5700000499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 gpu conv samp 32 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 2.514604719842303 2.5797406809000685 68.24666695 0.5633330499999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 2.50387256196242 2.5494438010314786 68.42666705 0.38333294999999057
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 2.372246993616454 2.4278978633008443 68.3566658 0.4533341999999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 2.4286462257131065 2.4869494059819788 68.398333 0.4116670000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 2.514604719842303 2.580572384389913 68.19166635 0.6183336499999911
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 2.0816445960830645 2.127119932084364 67.90249825 0.7612526250000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 2.4385971394833974 2.500580209506393 68.06000045 0.5249993249999889
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 2.528153168249886 2.6411121795165227 67.336666075 1.6100008875
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 2.322161320899263 2.425167266685923 67.940833225 0.7037501624999862
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 2.3296236639342824 2.431439832657499 68.08166695 0.4924995749999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 2.3266091920825653 2.413367902015678 67.39833245 1.5175013249999978
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 2.326346244243595 2.414499008883342 67.51000045 1.3499993249999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 2.4752094099109003 2.576777342568914 67.6616658 1.1225013000000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 2.528153168249886 2.639977613302508 67.2466673 1.744999049999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 6
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 2.4716969786859146 2.580585649835777 67.699165675 1.06625148749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 2.3708705379084516 2.476108509755171 67.84500005 0.847499925000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 2.3235057090805813 2.42331740003166 68.373332925 0.4366670749999969
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 2.278088675434991 2.37471768226781 67.32166615 1.632500774999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 2.296608549786977 2.3899628556461976 68.32666685 0.48333315000000143
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 2.4412819064058113 2.5436206310076006 67.76583295 0.9662505749999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 2.329444607747627 2.418471757361063 67.57166695 1.2574995750000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 2.4157126809360037 2.507671930268845 67.576667675 1.249998487500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 6
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 2.3266091920825653 2.414496908633022 67.9075001 0.7537498500000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 2.2741656835130346 2.36446504838566 67.290833025 1.6787504624999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 5
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 2.08826645640215 2.1750933813025983 67.116666 1.9400010000000023
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 2.3154865586084754 2.4129538659189214 67.806666 0.9050009999999844
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 2.4189626293101822 2.5245571981186212 67.79916685 0.9162497249999859
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 2.4716969786859146 2.581435904510325 67.752499175 0.9862512374999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 2.3266091920825653 2.4152254609741655 67.329999325 1.6200010124999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 2.455940995406323 2.5677255783824195 68.21083385 0.5991661499999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 2.0410253847524635 2.1296050145450054 67.4608339 1.423749149999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 2.4658969565302753 2.524425748021884 67.0258343 2.0762485499999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 2.553149444600903 2.6110314623589215 67.9441676 0.6987485999999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 2.481875042653619 2.5427928781542963 67.0383343 2.057498549999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 2.660284597009963 2.719054727144622 66.5350008 2.812498799999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 2.54812489370347 2.610854375332737 67.428333225 1.4725001624999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 2.542356047264424 2.607762899541255 67.113333525 1.9449997124999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 2.387251051598085 2.4471719499997344 68.444167025 0.3658329749999979
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 3.0575785725031883 3.1254895564475316 68.09083345 0.4787498249999871
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 2.9598935074665835 3.0274283003456364 68.0783337 0.4974994499999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 3.0172799430961867 3.079022809318759 68.15833315 0.6516668499999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 2.784844332414227 2.8464540263704756 68.427500375 0.3824996250000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 2.4286462257131065 2.4869494059819788 68.38166815 0.42833185000000074
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 35 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 3.063966143058584 3.131967218521132 68.2133343 0.596665699999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 2.40058764945396 2.454767946686664 68.0058332 0.6062501999999981
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 2.784844332414227 2.845442143231323 68.44833375 0.3616662499999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 2.713621320681414 2.7524758518059884 68.377500375 0.43249962499999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 2.9459314872641524 3.003632311554016 68.112499825 0.6975001749999962
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 2.9598935074665835 3.0227932847888477 68.1349992 0.6750008000000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 3.0575785725031883 3.126736879050274 68.09833335 0.4674999749999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 2.8791664283791913 2.9436527079538446 68.420000075 0.38999992499999225
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 2.5323281735421537 2.5781985616754253 68.365833375 0.4441666250000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 2.4157132966714676 2.4775680979543537 68.103332125 0.4600018125000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 2.878747375180888 2.9422411801049995 68.215832475 0.5941675249999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 3.0575785725031883 3.1254895564475316 68.074999775 0.5025003375000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 2.8323910275079394 2.899616231437846 68.11999985 0.6900001499999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 2.4346450042219066 2.494714812807195 67.95166605 0.6875009249999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 2.4385971394833974 2.500580209506393 68.10499975 0.45750037499998797
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 2.9170378612955825 2.9785660764424002 68.1241669 0.6858330999999908
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 3.0575785725031883 3.124269603777865 68.169165775 0.6408342250000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 2.8415129080480908 2.8955239276934512 68.303333875 0.5066661249999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 2.441487365725773 2.5372455775772798 67.429167475 1.471248787499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 2.389935779002542 2.494945611411476 67.27499945 1.7025008250000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 2.556714637962293 2.6755005496847746 67.2074994 1.80375089999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 2.2196313778241175 2.3105409958786427 67.852499575 0.836250637500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 2.2148646186172884 2.3019050304462447 67.65 1.1399999999999864
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 2.3749827550926734 2.474768976742586 67.871666125 0.8075008124999883
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 2.3740748211640663 2.4758906674518073 68.68250065 0.12749935000000223
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 2.3503177082406843 2.4491179816702346 67.6008325 1.2137512500000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf296 2.302585498058482 2.3956710297699915 67.502498975 1.361251537500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf297 2.3749827550926734 2.4759379414964298 67.761667075 0.9724993874999868
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf298 2.3747887490878097 2.47476387236499 67.214167125 1.7937493124999904
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf299 2.498990193289872 2.6134245816251886 67.665832575 1.1162511375000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf300 2.3782414554054228 2.485602630934562 67.469167475 1.4112487874999857
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf301 2.498990193289872 2.6091190922166256 67.770833975 0.9587490374999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf302 2.4561484878457 2.5689895318603893 68.621666875 0.1883331249999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf303 2.3749827550926734 2.4771096832618373 67.5833338 1.2399992999999867
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf304 2.378225510177598 2.473109168722371 67.44249955 1.4512506750000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf305 2.3749827550926734 2.477893107869635 67.71166705 1.047499424999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf306 2.3970473244828674 2.5080053786902643 67.58333245 1.2400013249999944
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf307 2.3749827550926734 2.47478719470952 67.7616663 0.9725005499999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf308 2.276184449865597 2.359859447696983 67.261665975 1.7225010374999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf309 2.3503177082406843 2.4491179816702346 67.51333375 1.3449993749999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf310 2.2921270995832073 2.3899661294470174 67.771666025 0.9575009624999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf311 2.457120295736269 2.5713536060812547 67.42416675 1.4787498749999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf312 2.3503177082406843 2.4483688416868645 67.569999475 1.2600007874999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf313 2.4716969786859146 2.581435904510325 67.73583315 1.0112502749999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf314 2.547997598390521 2.6020284392189565 67.497500225 1.3687496625000009
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf315 2.880813865782692 2.9502890089252873 67.012499475 2.096250787499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf316 2.9279188237293488 2.9963650197970666 67.2825005 1.6912492499999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf317 2.9279188237293488 2.9960868708617934 67.39333325 1.5250001249999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf318 3.2142102672054382 3.2791099209325227 66.8116663 2.3975005499999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf319 2.359893523173074 2.407430801115576 67.0625002 2.0212496999999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf320 2.9345547499869786 2.9931759685726855 67.20416645 1.8087503249999912
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf321 2.880813865782692 2.950832829559265 66.958334 2.1774990000000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf322 2.8120319882274702 2.870472841874832 67.239167175 1.7562492374999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf323 3.1697071464562496 3.2326338461146054 67.2816676 1.6924985999999862
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf324 2.9279188237293488 2.9940930691156926 67.5316668 1.3174998000000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf325 2.9541466856836975 3.0198085266580508 67.05083325 2.038750125
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf326 2.84981347048543 2.9138564120527444 66.83833275 2.3575008749999853
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf327 3.2142102672054382 3.284565020975683 66.81000065 2.3999990249999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf328 2.8826159037851133 2.9490681343629417 66.696666425 2.5700003624999894
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf329 2.9279188237293488 2.991824561171769 67.3250001 1.6274998499999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf330 2.6938401358382875 2.7522428081078054 67.875000775 0.8024988374999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf331 2.84981347048543 2.909828931690123 66.80416755 2.408748674999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf332 3.2142102672054382 3.284038357845826 66.915000675 2.2424989874999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf333 3.214377240822026 3.2829091157728367 66.87249935 2.3062509749999975
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf334 2.9279188237293488 2.9963650197970666 67.3308334 1.6187498999999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf335 3.159637012970377 3.2121851365885203 66.7666666 2.4650001000000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf336 2.883528406552071 2.939992884672336 66.9408324 2.2037513999999874
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf337 2.84981347048543 2.914123745375831 66.821668275 2.382497587500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf338 2.542356047264424 2.607762899541255 67.154999775 1.8825003375000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf339 3.2142102672054382 3.2811305269327113 66.90416605 2.258750924999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf340 3.1697071464562496 3.233286746991335 67.17333305 1.855000425
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf341 2.887714516029456 2.943068466084005 66.80916665 2.401250025000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf342 2.522526309634791 2.5842603758263945 68.099999 0.4650014999999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf343 2.3885510361675895 2.4379787874860512 68.48583275 0.32416724999999647
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf344 2.5574997552213254 2.6186313374946506 68.591667425 0.21833257499999947
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf345 2.683454732623283 2.741104597821066 68.194166975 0.6158330249999949
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf346 2.228370536710988 2.286579443569293 67.951666675 0.6874999874999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf347 2.5318043215357067 2.585233656019846 67.965834025 0.666248962499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf348 2.6690321910288883 2.7281559012470313 68.42250005 0.38749995000000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf349 2.668359326204758 2.7269036063359144 68.15833335 0.65166664999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf350 2.5057685088705823 2.5654533702198945 68.203333125 0.6066668749999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf351 2.3696124459003016 2.4172719612177875 68.045833175 0.5462502374999971
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 35 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf352 2.451944899479677 2.511998821987884 68.3741669 0.43583309999999076
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf353 2.5863937295844552 2.652165408535057 68.192499575 0.6175004249999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf354 2.518714962293882 2.5720900907384867 68.37416625 0.4358337499999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 22 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf355 2.50605367397741 2.5677458057032743 68.07666665 0.5000000249999843
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf356 2.6106099703464665 2.6612106840746717 68.2083328 0.6016672000000028
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf357 2.5863937295844552 2.651943975755468 68.27083355 0.5391664499999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 35 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf358 2.483538916213865 2.5425737171762917 68.320832525 0.48916747499999647
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf359 2.4385971394833974 2.500580209506393 68.073332775 0.505000837499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf360 2.395763861975904 2.4420293432203524 68.187499575 0.6225004249999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf361 2.2798255252831123 2.3653646958819934 67.40666675 1.5049998749999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf362 2.3664336275403794 2.4655758627937234 67.270000275 1.7099995874999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf363 2.473009162092833 2.5813746151474537 67.518333775 1.3374993374999917
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf364 2.2115303709118717 2.293359850484433 67.344999925 1.5975001125000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf365 2.4157126809360037 2.5070815778535307 67.6066669 1.2049996500000049
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf366 2.0328107412914034 2.108818561066007 68.125000275 0.6849997249999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf367 2.2294940159629784 2.315885147300741 67.389166675 1.5312499874999972
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf368 2.269130994259556 2.368274896819096 68.094999875 0.4725001874999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf369 2.278088675434991 2.3760459215668046 67.214166625 1.7937500624999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf370 2.473009162092833 2.581374615147454 67.5283323 1.3225015499999913
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 7
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf371 2.473009162092833 2.584754011523129 67.401666675 1.512499987499993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf372 2.473009162092833 2.58454369177326 67.469166325 1.41125051249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf373 2.371924275808587 2.4798802974815333 67.49083285 1.378750724999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 5
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf374 2.272678313802906 2.3594279993147604 67.6574999 1.1287501499999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf375 2.392731496301136 2.4973090893934957 67.45000095 1.43999857499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 promise swing_level 7
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf376 2.1491010755172635 2.2316991695922592 68.324999375 0.4850006249999922
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf377 2.3266091920825653 2.4152254609741655 67.2974997 1.6687504499999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf378 2.473009162092833 2.5851714139726947 67.2541669 1.733749649999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf379 2.3266091920825653 2.413367902015678 67.379166475 1.546250287499987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf380 2.3266091920825653 2.4152254609741655 67.303333325 1.6600000124999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf381 2.542356047264424 2.6055975060417866 67.178333475 1.8474997874999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf382 3.077726699453366 3.1339282941415587 66.757499875 2.4787501875000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf383 2.926208561301816 2.9772539393175355 67.48583315 1.3862502749999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 36 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf384 3.3573193415884717 3.4235413210695858 66.6666662 2.615000700000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf385 3.1868873036592382 3.25295513526527 67.2850007 1.6874989499999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf386 2.3888208317566124 2.4451181538261872 68.670834575 0.13916542499999596
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf387 2.7779602853168353 2.8378513022521608 67.294165775 1.6737513375000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf388 3.175863809324796 3.2472150487899194 66.972499825 2.156250262499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf389 2.482266683577248 2.5435390808577503 66.9849998 2.1375002999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf390 2.7779602853168353 2.8364526468244566 67.360833225 1.573750162500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf391 2.7063745117586784 2.7619592138250737 67.416666775 1.489999837500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf392 2.434760026526095 2.486082513684249 68.000833275 0.6137500874999873
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf393 3.173513798610269 3.2222357146343343 66.92750075 2.2237488750000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf394 3.0130698288409974 3.0661191798206886 66.9708332 2.158750199999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf395 3.3871958539829676 3.4559162659791762 66.72666665 2.525000024999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf396 3.009975792937565 3.06208214291107 67.1774995 1.8487507500000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf397 2.7779602853168353 2.8363157266365193 67.3508333 1.5887500499999874
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf398 2.5274526774059316 2.5735499418749064 67.62333415 1.1799987749999872
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf399 2.4822564984456554 2.543872743537245 68.085000225 0.4874996624999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf400 3.1868873036592382 3.2476044416797927 67.180833525 1.8437497124999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf401 2.9952459819176975 3.065513895885765 66.7841669 2.438749649999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf402 2.542356047264424 2.6073231984527063 67.12916695 1.9212495749999974
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf403 2.542356047264424 2.607762899541255 67.0841661 1.9887508499999882
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf404 2.1177848400233246 2.173009521851032 68.3308331 0.47916689999998996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf405 3.1626361642341085 3.2338415172798975 68.095000125 0.47249981249999706
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf406 3.1626361642341085 3.233184172818426 68.1433336 0.6666663999999912
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf407 2.840935756729815 2.898332763383493 68.051666925 0.5374996124999853
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf408 3.079743538749119 3.1436420531663116 67.9850007 0.6374989499999941
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf409 2.970227142333642 3.028320691706332 68.106667025 0.45499946250000534
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf410 3.0715540457730084 3.1179981896636297 68.24083315 0.5691668499999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf411 2.993807147121538 3.048665716909195 67.9800004 0.6449994000000032
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv fp16 1 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf412 3.0217615812462255 3.076811799558653 68.199999575 0.6100004249999899
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf413 3.079743538749119 3.1436420531663116 68.08666645 0.48500032500000145
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf414 2.853711348974056 2.9110964792240046 68.31666655 0.49333345000000295
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf415 2.4089315165964122 2.4662267528714517 68.362500575 0.44749942499999806
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf416 3.1626361642341085 3.2338415172798975 68.080833475 0.4937497874999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf417 2.910524098250541 2.9768757018190093 68.097500375 0.4687494375000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf418 2.4385971394833974 2.500580209506393 68.1208334 0.6891666000000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 gpu conv samp 33 add fp16 1 relu fp16 1
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf419 3.1626361642341085 3.2278982701226018 68.095000175 0.4724997375000015
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf420 2.7849348699845002 2.8562258994319545 68.291666025 0.5183339749999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf421 3.1626361642341085 3.231191114124532 68.1516669 0.6583331000000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf422 2.8401734390789257 2.8985213216177708 68.0091667 0.6012499500000033
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf423 2.4716969786859146 2.583541453992773 67.29333385 1.6749992250000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf424 2.4189626293101822 2.5249364193923363 67.680001225 1.0949981624999978
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf425 2.3708705379084516 2.4772580088320413 67.625833175 1.1762502374999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf426 3.0632407299344933 3.2063309373937448 67.27416715 1.7037492749999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf427 3.099120748428486 3.23714393225025 67.275834075 1.701248887499986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf428 2.3235057090805813 2.422546674602333 68.308333225 0.5016667749999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf429 2.3154865586084754 2.414045462523787 67.554167025 1.2837494624999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf430 2.4716969786859146 2.5822488668511663 67.26916705 1.7112494250000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf431 2.697478174888411 2.818622979550261 68.263332925 0.5466670749999963
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf432 2.276184449865597 2.359859447696983 67.6224995 1.1812507499999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf433 2.9777163024430724 3.092415490388872 67.2341656 1.763751599999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf434 2.4716969786859146 2.583958464799486 67.4566662 1.4300006999999937
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf435 2.37849534539737 2.484927416128652 67.38249995 1.5412500750000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf436 2.37849534539737 2.4841395379015903 67.332500425 1.6162493624999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf437 2.4412819064058113 2.546069791939064 67.520000275 1.3349995874999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf438 2.4716969786859146 2.584375610408218 67.36500075 1.5674988750000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 promise swing_level 3
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf439 2.37849534539737 2.4844316205110926 67.37666745 1.5499988249999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf440 2.2605599464929687 2.358966230015259 67.50416575 1.358751374999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf441 3.1055921317506905 3.2516088050445466 67.350000175 1.589999737499987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf442 2.3266091920825653 2.4152254609741655 67.319165375 1.636251937499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf443 3.148300964659715 3.2986404537910317 67.244999525 1.747500712499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf444 2.2925121774182564 2.3746908021425455 67.8016667 0.9124999499999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 22 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf445 2.542356047264424 2.607109189939651 67.1366661 1.9100008499999959
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf446 2.375941535595895 2.4334845380933343 68.645833525 0.16416647499999615
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf447 2.4850110754255783 2.5437527158110265 68.235832575 0.5741674249999932
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf448 2.629614086565619 2.685805107321365 66.914167 2.2437494999999856
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf449 2.7265752990771395 2.794637187961836 67.00583275 2.1062508750000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf450 2.542356047264424 2.607430907446465 67.141666275 1.9025005874999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 6
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf451 2.5419797082018056 2.6055127606417328 67.74916755 0.9912486750000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf452 2.510188466840353 2.569178132722341 67.185832425 1.8362513624999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf453 2.542356047264424 2.607762899541255 67.095834 1.9712490000000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf454 2.542356047264424 2.607430907446465 67.152500375 1.8862494374999912
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_single.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_single.txt
deleted file mode 100644
index 11d31db7919a7fc6b1c5acd1919a5aa44b6af2ec..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/tuner_promise_confs_batch220_single.txt
+++ /dev/null
@@ -1,5625 +0,0 @@
-40962.010444
-+++++
-conf1 1 1 68.41 0.0
-1 gpu conv fp32 1 add fp32 1 relu fp32 1
-2 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-3 gpu conv fp32 1 add fp32 1 relu fp32 1
-4 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-5 gpu conv fp32 1 add fp32 1 relu fp32 1
-6 gpu conv fp32 1 add fp32 1 relu fp32 1
-7 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-8 gpu conv fp32 1 add fp32 1 relu fp32 1
-9 gpu conv fp32 1 add fp32 1 relu fp32 1
-10 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-11 gpu conv fp32 1 add fp32 1 relu fp32 1
-12 gpu conv fp32 1 add fp32 1 relu fp32 1
-13 gpu conv fp32 1 add fp32 1 relu fp32 1 pool_max fp32 1
-14 gpu mul fp32 1 add fp32 1 relu fp32 1
-15 gpu mul fp32 1 add fp32 1
-16 gpu softmax fp32 1
------
-+++++
-conf1 2.4246047164156326 2.517254464545245 68.224999525 0.5850004749999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf2 2.4711238047636694 2.5778870763118773 68.521 0.2889999999999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf3 2.3875133605787995 2.4802762391590667 68.612999875 0.19700012499999675
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf4 2.2988286440663384 2.3900531788121047 68.56000005 0.2499999499999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf5 2.1962514614589486 2.2835590860170982 68.453499475 0.3565005249999956
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf6 2.4246047164156326 2.5179911157930595 68.2105004 0.5994995999999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf7 2.3769373865685 2.460087443725111 68.293499875 0.5165001250000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf8 2.604543419675834 2.7200905640034048 68.009501175 0.6007482374999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf9 2.966898956989937 3.1075324408871596 67.865499375 0.8167509374999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf10 2.1240950152231943 2.210057897797052 68.48299925 0.3270007499999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf11 2.5051861933392234 2.6186737950205936 68.4529997 0.35700029999999006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf12 2.5668167272803015 2.669784599885183 68.08249915 0.4912512749999891
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 3
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf13 2.0770716433520153 2.152834199311465 68.5244998 0.28550019999999565
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf14 2.5504436863234567 2.6609693433008763 67.935000175 0.7124997374999964
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf15 2.3938293216152005 2.4953629211309876 68.564500475 0.24549952499999395
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 4
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf16 2.202052919945698 2.2985364480551467 68.453000075 0.356999924999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf17 2.239743090288948 2.3295774474120314 67.952 0.6869999999999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf18 2.43248329188539 2.5323729442792726 68.269500175 0.540499824999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf19 2.5970683468143103 2.7026194476422845 67.900000575 0.7649991374999843
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf20 2.193210743806694 2.2788045542286595 68.476500325 0.3334996749999931
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf21 2.9213503343923617 3.0471471892602655 67.907000375 0.7544994375000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf22 2.202713909222719 2.295124092479979 68.54099995 0.2690000499999968
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf23 2.561790946716145 2.6802018099175435 68.33700015 0.4729998500000022
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf24 2.604543419675834 2.722217200454715 67.909 0.7514999999999858
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf25 2.5405832442856147 2.650397099361729 68.155999625 0.6540003749999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf26 2.4246047164156326 2.520686571277418 68.14399935 0.6660006499999952
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 6
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf27 2.4476921911735734 2.5324643928617783 68.692999625 0.11700037499999782
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf28 2.1962514614589486 2.2822681580909117 68.44599995 0.3640000499999957
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf29 2.158657648119549 2.251367183241925 68.37700035 0.43299964999999363
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf30 2.239743090288948 2.330013358074428 67.946500375 0.6952494374999958
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf31 2.1962514614589486 2.2837232707197637 68.250000325 0.5599996749999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf32 2.342867625805808 2.449327458373171 68.227000575 0.5829994249999914
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 31 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf33 2.318889831643689 2.406835861577273 68.4460001 0.3639998999999904
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 6
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf34 2.678190471726017 2.7266079406657786 68.39349995 0.4165000499999906
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf35 2.498269798204705 2.604032099549525 68.35000015 0.459999849999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf36 2.008971917789729 2.0957870163900214 68.6709999 0.1390000999999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf37 2.295434487460308 2.3988659407467985 68.438499675 0.37150032499999386
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf38 2.5733305034595504 2.6930134979154663 67.597500225 1.218749662499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf39 2.5389244433683587 2.650373360166222 67.607999825 1.2030002625000051
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 5
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf40 2.5387860121190187 2.645561696386966 67.7769994 0.9495009000000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf41 2.263059681432546 2.364215618927676 68.002000625 0.6119990625000042
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf42 2.2080159279555107 2.2909124594082826 68.461999475 0.3480005249999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf43 2.424252416927613 2.522584004792602 67.13350025 1.914749624999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf44 2.4995182631022113 2.6163828072492112 67.49899975 1.366500375000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf45 2.410211567880891 2.507199513441508 67.881999475 0.7920007874999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf46 2.3576169898576307 2.458075155164917 67.620000775 1.1849988375000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf47 2.5733305034595504 2.6931711270977243 67.567499725 1.2637504124999879
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf48 2.3798818961931003 2.4727874004242567 67.804499625 0.9082505624999868
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf49 2.598749229889646 2.7141634893592066 67.400499675 1.5142504874999858
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf50 2.427237384473738 2.535240056105556 68.014499975 0.5932500374999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf51 2.550499676902327 2.649315852585779 67.054001125 2.033998312499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 7
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf52 2.5970817935971473 2.711073606497387 67.46550035 1.416749474999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf53 2.3806378536840005 2.491344425702838 67.235999675 1.7610004874999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf54 2.3865831399921578 2.4846512068523796 67.84250015 0.8512497749999852
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf55 2.5970817935971473 2.714053078971531 67.41249965 1.4962505249999936
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf56 2.5053851791116166 2.6061354135518515 68.183498925 0.6265010750000016
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf57 2.424252416927613 2.5229841374415365 67.135999425 1.9110008625000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf58 2.6332422226785215 2.7559709207222784 67.35200105 1.5869984249999973
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf59 2.5387860121190187 2.6491113582921866 67.778500575 0.9472491375000018
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf60 2.3817332771350315 2.4888129611220444 67.911000025 0.7484999624999844
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf61 2.3761772521727886 2.466403495282843 67.2534998 1.7347502999999946
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf62 2.5970817935971473 2.7139216584009023 67.317500325 1.6387495124999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf63 2.6332422226785215 2.757737520585747 67.3209996 1.633500600000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf64 2.5970817935971473 2.7127830982646497 67.49099985 1.3785002250000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf65 2.569157008616093 2.686601566602905 67.591000325 1.228499512500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf66 2.598749229889646 2.7115304214132854 67.33300015 1.6154997749999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf67 2.123006602805507 2.2025399778915142 67.5564998 1.2802502999999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf68 2.5970817935971473 2.711532807350579 67.386001 1.5359985000000052
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf69 2.1369494889302962 2.2141212479468866 67.4169997 1.489500449999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf70 2.598749229889646 2.7152594412594855 67.31149985 1.6477502249999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf71 2.3806378536840005 2.489172899056116 67.23650065 1.7602490250000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf72 2.53914340771539 2.652933410030656 67.505501025 1.3567484624999935
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf73 2.384178436078951 2.4849238591310017 67.114500075 1.9432498875000022
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf74 2.4005129897646924 2.504573392316735 67.810999325 0.8985010124999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 5
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf75 2.4213279657163618 2.5217670621323496 67.75949955 0.9757506749999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf76 2.2802351312091567 2.374211330790382 67.660499625 1.124250562499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf77 2.3316789931648962 2.4364325292949958 67.413999975 1.494000037500001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf78 2.2362998618150747 2.330022927601708 68.0190003 0.5864995499999921
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf79 2.3667621037732056 2.4618481523242775 67.55549925 1.2817511249999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf80 2.5970817935971473 2.714513289789365 67.275999925 1.7010001125000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf81 2.5970817935971473 2.7135930243497515 67.395499975 1.5217500374999844
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf82 2.1703066970982827 2.252159220343693 68.3854992 0.42450079999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf83 2.573472727627932 2.6935474567576305 67.44699995 1.4445000749999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf84 2.6332422226785215 2.754545225501386 67.452000425 1.4369993625000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf85 2.327467530268562 2.4272476415212845 67.312999175 1.6455012374999924
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf86 2.2362998618150747 2.331528082091927 67.9765009 0.6502486499999875
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf87 2.5970817935971473 2.713417940018525 67.4209993 1.4835010499999868
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf88 2.4213279657163618 2.5232621078417385 67.615499625 1.1917505624999976
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf89 2.8400655982628824 2.9738303894320426 67.376499975 1.5502500374999926
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 3
-5 promise swing_level 3
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf90 2.2406649607400806 2.3252184675175713 67.158499925 1.8772501124999934
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf91 2.3806378536840005 2.4882047212910745 67.257499325 1.7287510124999983
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf92 2.598749229889646 2.7129370965818413 67.45599985 1.4310002249999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf93 2.6332422226785215 2.755361081885096 67.3530003 1.5854995499999873
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf94 2.5970817935971473 2.7110736064973864 67.47450045 1.4032493250000044
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf95 2.4995182631022113 2.6146503848198326 67.656500575 1.1302491375000017
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf96 2.5970817935971473 2.713573127329431 67.3034996 1.6597506000000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf97 2.5970817935971473 2.712653499133066 67.36999975 1.5600003749999871
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 7
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf98 2.456674643461971 2.566670334696669 67.83200015 0.8669997749999965
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf99 2.598749229889646 2.7135282987350235 67.428999825 1.4715002624999869
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf100 2.410211567880891 2.507683194475701 67.7579998 0.978000300000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf101 2.5970817935971473 2.7090608724593213 67.48050005 1.3942499249999898
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf102 2.5970817935971473 2.7104398611201956 67.43799995 1.4580000749999869
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 6
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf103 2.506648774733407 2.610381502100945 67.743499525 0.9997507124999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf104 2.2438620768908213 2.340591067735858 67.3849999 1.5375001499999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf105 2.6332422226785215 2.755970920722279 67.345498625 1.5967520624999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf106 2.6332422226785215 2.757307670203755 67.4044994 1.508250899999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf107 2.32289664288699 2.413237885724049 67.576999525 1.2495007124999873
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf108 2.5688342414963303 2.686410883561088 67.258499575 1.727250637499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf109 2.5055046781605035 2.6092655511623053 67.6505005 1.1392492499999847
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf110 2.6332422226785215 2.756468059342817 67.466499725 1.4152504124999865
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf111 2.3670360857815522 2.4636421286719363 68.359501075 0.45049892499999944
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf112 2.381282016924281 2.473385603874171 67.787500125 0.9337498125000039
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 4
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf113 2.3257378602403223 2.414288229877962 68.502000225 0.3079997749999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf114 2.491074369694581 2.600630611158125 67.334499125 1.6132513125000045
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv samp 36 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf115 2.2044178100076706 2.2870898970671742 67.08899935 1.981500975000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 6
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf116 2.4995182631022113 2.6124735427440955 67.663999475 1.1190007874999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf117 2.5344095532567925 2.6430568895269637 67.5554998 1.2817502999999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf118 2.6332422226785215 2.7574433265493137 67.370500125 1.559249812499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf119 2.5343989357310086 2.644163546958671 67.5615007 1.2727489500000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf120 2.4002196004077025 2.502825246834893 67.977000475 0.6494992874999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf121 2.4627197517034656 2.5666382884595857 67.376999375 1.5495009374999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf122 2.4587940821411447 2.5745307096531196 67.859499775 0.8257503374999899
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf123 2.6332422226785215 2.756812299815858 67.34750025 1.593749625000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 7
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf124 2.4386451009247043 2.550540425145519 67.15849975 1.8772503749999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf125 2.2317848237906697 2.3129762525554964 67.177999675 1.848000487500002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 6
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf126 2.598749229889646 2.7146237376246476 67.2764996 1.700250600000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf127 2.6332422226785215 2.757422781283994 67.331000525 1.618499212500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf128 2.5387860121190187 2.6513256707948574 67.63150045 1.1677493249999884
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf129 2.410211567880891 2.5097367617237896 67.8210003 0.8834995500000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf130 2.5343989357310086 2.6458072889859254 67.396000275 1.5209995874999862
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf131 2.598749229889646 2.710437477105928 67.4764999 1.400250150000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf132 2.4207441424386538 2.522527563878736 67.66699965 1.114500525000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf133 2.424252416927613 2.521105756672416 67.19349885 1.8247517249999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf134 2.5970817935971473 2.710789590263336 67.537499825 1.3087502624999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf135 2.540318438842094 2.65392982786291 67.527999325 1.3230010125000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf136 2.425171976510677 2.527886503521142 67.839000675 0.8564989875000038
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf137 2.6332422226785215 2.758393579560696 67.2785002 1.6972497000000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf138 2.2362998618150747 2.3325390631550906 67.9570003 0.6794995499999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf139 2.6332422226785215 2.757782668203436 67.368999625 1.5615005624999938
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf140 2.5343989357310086 2.6412286388691886 67.636500175 1.1602497375000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf141 2.4031056248899385 2.5005701921915935 67.648499 1.1422514999999933
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 24 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf142 2.5970817935971473 2.7142813240792067 67.296999875 1.6695001874999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf143 2.4587940821411447 2.5728532504074586 68.074999775 0.5025003375000026
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf144 2.5970817935971473 2.712032357190091 67.5025009 1.3612486499999932
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 4
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf145 2.6332422226785215 2.7568328359848855 67.35399995 1.5840000749999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf146 2.3104537387383193 2.4014515401572014 67.462500225 1.4212496624999957
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf147 2.4627197517034656 2.563306065787875 67.409500275 1.500749587499996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf148 2.456674643461971 2.565526160628863 67.8245001 0.8782498500000031
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf149 2.6332422226785215 2.7559709207222784 67.343500675 1.5997489874999928
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 6
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf150 2.406603056730624 2.5175565762112035 68.129498825 0.6805011749999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf151 2.427237384473738 2.53530838842513 67.947499525 0.6937507124999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf152 2.5970817935971473 2.7134616481511955 67.4495002 1.4407496999999907
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 6
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf153 2.5343989357310086 2.6400672575274653 67.641499825 1.1527502624999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf154 2.5389244433683587 2.651690395984658 67.49850045 1.367249325000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf155 2.6332422226785215 2.7574433265493137 67.33550015 1.6117497749999927
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf156 2.351043346757124 2.4531980475502935 67.32799985 1.6230002249999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf157 2.4521311360370945 2.560377150851036 67.64949955 1.1407506749999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf158 2.376363565058825 2.481337918948504 67.97099995 0.658500074999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf159 2.5387860121190187 2.6500089971633844 67.735 1.0124999999999957
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 5
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf160 2.5055046781605035 2.6076786672359606 67.7205002 1.0342496999999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 28 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf161 2.6332422226785215 2.7570817736119833 67.294999975 1.6725000375000008
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf162 2.456674643461971 2.5664662389619606 67.90750065 0.7537490249999905
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf163 2.6332422226785215 2.757826042506679 67.394500525 1.523249212499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf164 2.2804718242379356 2.3722529640913197 67.547999575 1.2930006374999863
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf165 2.456674643461971 2.5668777554645725 67.7854994 0.9367508999999856
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf166 2.4306245060079013 2.5281258766617025 67.83150045 0.8677493250000055
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf167 2.5970817935971473 2.7121670639881916 67.340000575 1.6049991374999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf168 2.4641616998930145 2.5672877619310395 67.2665013 1.7152480499999925
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf169 2.6332422226785215 2.7505431584430564 67.3390005 1.6064992499999988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 7
-11 promise swing_level 3
-12 promise swing_level 4
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf170 2.1468535713589993 2.232725770150481 67.690499325 1.079251012499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf171 2.2988333336818445 2.393379464560978 68.206999775 0.6030002249999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf172 2.2280749502599577 2.3052192673065868 68.387500925 0.42249907499999895
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf173 2.2339396770497184 2.3166888487138233 67.132499675 1.9162504874999868
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf174 2.5970817935971473 2.714353152502608 67.348999675 1.5915004874999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 4
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf175 2.5387860121190187 2.6420215344514335 67.784500275 0.9382495874999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 7
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf176 2.4033862123371232 2.4995719937231007 67.85099975 0.8385003749999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf177 2.5970817935971473 2.7124785360155683 67.415000025 1.4924999624999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 7
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf178 2.5390864317068704 2.6489765526385205 67.620000475 1.1849992874999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf179 2.5343989357310086 2.6447666748288423 67.543000075 1.3004998875000027
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf180 2.5970817935971473 2.7121922207483333 67.512499975 1.346250037499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf181 2.5970817935971473 2.711960651540399 67.501499575 1.3627506374999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf182 2.5970817935971473 2.713877935447509 67.339500025 1.605749962499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf183 2.263059681432546 2.3625064138485663 67.90250055 0.7612491749999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 5
-11 promise swing_level 4
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf184 2.474990367920233 2.577627415042641 67.840500275 0.8542495875
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf185 2.4213279657163618 2.521256458477015 67.749499875 0.990750187499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf186 2.4587940821411447 2.57347498800034 68.0694998 0.5107502999999909
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf187 2.3415506356295834 2.4361847584261573 67.126000575 1.9259991374999856
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 33 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf188 2.370709514871783 2.4684309420901633 67.95000015 0.689999775000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv perf 22 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf189 2.5970817935971473 2.711707648304053 67.44249955 1.4512506750000043
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf190 2.351043346757124 2.453594627546515 67.401500375 1.5127494374999984
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf191 2.6332422226785215 2.7579183711101947 67.38999995 1.5300000749999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf192 2.5970817935971473 2.710361762507501 67.498499825 1.3672502625000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf193 2.311773337126066 2.4020354918768634 67.463999775 1.4190003374999876
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf194 2.2178247119523253 2.309631082695834 68.267498975 0.5425010250000014
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf195 2.5970817935971473 2.713113235214296 67.420500475 1.484249287499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 7
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf196 2.425171976510677 2.5273734190003205 67.85800115 0.8279982749999846
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf197 2.6332422226785215 2.757737520585747 67.3775007 1.5487489499999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf198 2.5970817935971473 2.712498416987091 67.4504995 1.4392507499999851
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf199 2.1940838193484855 2.2865660148590274 68.27200055 0.5379994499999953
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf200 2.358581446575501 2.45443648347188 67.235499625 1.7617505624999907
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf201 2.5970817935971473 2.7107863177193154 67.345000125 1.597499812499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf202 2.5970817935971473 2.7096939730648253 67.457999825 1.4280002624999923
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf203 2.3798818961931003 2.4738866639222206 67.7724999 0.9562501499999954
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf204 2.5970817935971473 2.712648523611139 67.52099945 1.3335008249999873
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf205 2.5970817935971473 2.7118640053803396 67.488498875 1.3822516874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf206 2.6332422226785215 2.7553160135194537 67.364000725 1.5689989124999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf207 2.351043346757124 2.454078190627299 67.37149965 1.5577505249999888
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf208 2.4622699117028133 2.5698970147886757 67.757000225 0.9794996624999968
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf209 2.410211567880891 2.510872280046795 67.777501125 0.948748312499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf210 2.152075569297377 2.239904594636178 67.679999675 1.0950004874999877
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 31 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf211 2.6332422226785215 2.7557318157863917 67.39099985 1.5285002249999948
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 5
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf212 2.464189538260343 2.5804938600363863 67.759999425 0.9750008624999893
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 5
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf213 1.9677680907360497 2.0380363718334524 67.195499825 1.8217502624999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv perf 21 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf214 2.573472727627932 2.6917668496160556 67.626999675 1.174500487500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv samp 31 add fp16 1 relu fp16 1
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf215 2.5390864317068704 2.651414739668028 67.68199925 1.0920011249999888
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf216 2.4324950883324314 2.541294331542543 67.88550015 0.786749774999997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf217 2.1457867703280047 2.2254201441776025 67.08349895 1.9897515749999855
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 gpu conv perf 23 add fp16 1 relu fp16 1
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv samp 34 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf218 2.7010383438849894 2.826870857989676 67.883499075 0.7897513874999902
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 promise swing_level 6
-5 promise swing_level 3
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf219 2.6332422226785215 2.7580655110134833 67.40249985 1.5112502249999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf220 2.5688233335782216 2.686555834904888 67.370000075 1.5599998875000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 7
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf221 2.456674643461971 2.566593658830739 67.8929999 0.775500149999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf222 2.1929405579662395 2.2821182179622226 68.378000675 0.43199932500000104
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf223 2.538861700454319 2.648668833052743 67.800499525 0.9142507124999852
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 28 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf224 2.3102960604515617 2.4156512428799934 67.275000375 1.7024994374999878
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf225 2.424252416927613 2.5205577050996495 67.134000275 1.9139995874999869
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 6
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf226 2.5344095532567925 2.6431311574890897 67.57199855 1.2570021749999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 gpu conv perf 24 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf227 2.4207441424386538 2.5178184554900227 67.816999825 0.8895002625000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv perf 22 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf228 2.425171976510677 2.526402036111026 67.895999325 0.7710010124999869
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 22 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf229 2.4306245060079013 2.5317675395219243 67.70250055 1.0612491750000004
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 25 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf230 2.5970817935971473 2.709082609246882 67.493 1.3755000000000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf231 2.6332422226785215 2.755643428163902 67.461000275 1.4234995874999896
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf232 2.1468535713589993 2.231138235327836 67.713499875 1.0447501875
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf233 2.2085107330144162 2.297378316470134 68.1669994 0.643000600000002
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv fp16 1 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 33 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 gpu conv samp 32 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf234 2.4527301988608383 2.5611339066122762 67.550500175 1.2892497375000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf235 2.5970817935971473 2.712498416987091 67.46599905 1.4160014250000046
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf236 2.5970817935971473 2.7134616481511955 67.394000175 1.5239997374999916
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf237 2.540318438842094 2.65332251399611 67.589499475 1.2307507874999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf238 2.6332422226785215 2.7571817179608664 67.46199975 1.422000374999989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf239 2.385176780367773 2.484944346432142 67.741001 1.0034984999999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf240 2.317939527304106 2.4211388019097537 67.875500125 0.8017498124999918
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf241 2.534502746992679 2.643692939797559 67.53550015 1.3117497749999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf242 2.360341946019158 2.460711674120348 67.2829996 1.6905006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv fp16 1 add fp16 1 relu fp16 1
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf243 2.5387860121190187 2.648506247447662 67.79399985 0.9240002249999861
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 promise swing_level 3
-11 gpu conv samp 32 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf244 2.5390864317068704 2.6525353903353297 67.518 1.3379999999999939
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 gpu conv perf 23 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf245 2.6332422226785215 2.752129318899184 67.372000475 1.5569992875000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 7
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf246 2.5970817935971473 2.713339669693297 67.42799925 1.4730011249999961
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf247 2.1330006909415054 2.228638818568755 68.305500425 0.5044995749999913
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf248 2.598749229889646 2.7147989774275665 67.4080005 1.502999249999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 3
-11 promise swing_level 3
-12 promise swing_level 3
-13 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf249 3.2148119958858405 3.2909761398560864 66.70000035 2.5649994750000005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 3
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf250 3.2142102672054382 3.289027079568692 66.78650035 2.435249474999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf251 2.570089422971631 2.6112226616402254 67.511999925 1.3470001124999982
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 gpu conv samp 32 add fp16 1 relu fp16 1
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf252 3.0910617775444598 3.1597657215430894 66.499000375 2.8664994375000035
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 35 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf253 2.8800882403912875 2.9334780320926153 67.349499675 1.5907504874999887
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf254 3.925792183300921 4.017798583747672 66.964499625 2.168250562499992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf255 3.977556075857863 4.068348038870465 66.64599935 2.6460009749999998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf256 4.2663503073489055 4.356357091471 66.5320009 2.816998649999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf257 3.925792183300921 4.018845811316107 66.92450045 2.228249325
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf258 3.0848793369403595 3.134456617955795 66.53150015 2.817749774999996
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf259 3.1871139207376813 3.244032557598801 66.703500575 2.559749137499985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 4
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf260 3.366110754959441 3.441278030893568 66.585999875 2.7360001874999966
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf261 3.8393389385198105 3.9288818031368793 66.801500475 2.4127492874999987
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 6
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf262 3.1235056218178032 3.19556535377321 66.980500025 2.144249962499998
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf263 3.4785347708398544 3.56010922180744 66.689999975 2.5800000374999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf264 3.9898126505733194 4.066149751194561 66.59600035 2.7209994749999993
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf265 3.8395771795622964 3.9269749440417256 66.73500025 2.5124996249999967
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf266 3.372544265860826 3.452407571290932 66.95600145 2.1809978249999915
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf267 4.100045023982042 4.186850416197212 66.58050055 2.744249175
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf268 3.5542444795972705 3.617997942912024 66.747500825 2.4937487624999903
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf269 2.8836627898927176 2.9370280574547976 66.98849965 2.1322505250000034
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf270 3.1194694242468795 3.1898451086877886 67.296499875 1.6702501875000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf271 3.779832838342565 3.8427690995180077 66.570999725 2.7585004125000054
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 21 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 7
-12 promise swing_level 5
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf272 4.188013570126485 4.258965948382849 66.596000125 2.72099981249999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 7
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf273 3.9103566169921575 3.9862965038295513 66.7635002 2.4697497000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf274 3.5542444795972705 3.6181255653611726 66.785999725 2.4360004125000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf275 2.8800882403912875 2.9343043238600512 67.3154999 1.6417501499999858
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf276 2.875325777882946 2.9188708765569493 66.643000575 2.6504991374999918
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf277 3.123663304222014 3.1925793626719825 66.993499525 2.1247507124999885
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf278 2.875325777882946 2.916891876311966 66.58849945 2.732250824999994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf279 3.7631768611089607 3.8427654055391907 66.746499425 2.4952508625000007
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf280 3.123663304222014 3.1926787365060383 66.988500175 2.132249737499997
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf281 3.977556075857863 4.070145716536889 66.7040005 2.558999249999985
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf282 2.8717718546621644 2.9160977934765646 67.0555 2.0317500000000024
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf283 3.2097698964676447 3.2845466243675 67.00050035 2.114249475000001
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf284 4.188013570126485 4.274986778560296 66.552001 2.7869984999999886
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf285 3.832858539139936 3.9150015854800007 66.6989998 2.5665003000000013
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 6
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf286 3.769514020488028 3.851204211497914 66.8144994 2.393250899999991
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf287 3.977556075857863 4.073629584440727 66.551500525 2.787749212500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf288 3.977556075857863 4.073629584440727 66.569500375 2.760749437499989
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf289 3.1194694242468795 3.1842175864528905 67.2384996 1.757250599999999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 4
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 4
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf290 3.977556075857863 4.070416909902732 66.593500925 2.724748612499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf291 3.83088000373557 3.885201518281736 66.580500175 2.744249737499999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf292 3.541587671641665 3.585925344727623 66.661500175 2.622749737499994
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 6
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 24 add fp16 1 relu fp16 1
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf293 3.2142102672054382 3.288065158430127 66.762499875 2.47125018749999
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 4
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 7
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf294 4.26605616347595 4.356892006352068 66.602000775 2.711998837500005
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 4
-7 promise swing_level 4
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
-+++++
-conf295 3.9093810670188587 3.991413586696681 66.834000225 2.3639996624999995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 promise swing_level 3
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 4
-6 promise swing_level 5
-7 promise swing_level 7
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 promise swing_level 4
-13 promise swing_level 4
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp16 1
------
diff --git a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/vgg16_100_3.txt b/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/vgg16_100_3.txt
deleted file mode 100644
index da0f430bf1bef40cabd352bd006f7aae5f3dfed6..0000000000000000000000000000000000000000
--- a/llvm/test/VISC/DNN_Benchmarks/benchmarks/vgg16_cifar100/data/soc_data/vgg16_100_3.txt
+++ /dev/null
@@ -1,172 +0,0 @@
-11447.231556999996
-+++++
-conf1 1 1 66.988333075 2.132500387499995
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 6
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf2 0.8982889313390673 0.8976137592411119 66.743334225 2.4999986624999977
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 6
-13 promise swing_level 3
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf3 0.8266384933930085 0.8228075750844537 66.798332725 2.417500912500003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 gpu conv perf 25 add fp16 1 relu fp16 1
-10 promise swing_level 3
-11 gpu conv fp16 1 add fp16 1 relu fp16 1
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv perf 23 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf4 0.8942472732473843 0.8909756722188954 66.579166775 2.746249837499988
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 32 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 7
-6 promise swing_level 7
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 5
-10 promise swing_level 3
-11 promise swing_level 6
-12 gpu conv perf 21 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf5 0.9444162598549138 0.9421190267448466 66.78249995 2.441250074999992
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 promise swing_level 5
-5 promise swing_level 3
-6 promise swing_level 6
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv perf 21 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf6 0.7434423618227001 0.7449596141840523 66.5350008 2.812498799999986
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 5
-7 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 promise swing_level 7
-11 gpu conv perf 24 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf7 0.898242268940609 0.8998966686330817 66.81000065 2.3999990249999854
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 26 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv samp 31 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 3
-7 promise swing_level 3
-8 gpu conv perf 25 add fp16 1 relu fp16 1
-9 promise swing_level 7
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 3
-13 promise swing_level 5
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf8 0.9382354893566366 0.9379730375509677 66.6666662 2.615000700000003
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 5
-6 promise swing_level 6
-7 promise swing_level 3
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 promise swing_level 3
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 gpu conv perf 21 add fp16 1 relu fp16 1
-12 promise swing_level 5
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
------
-+++++
-conf9 0.7619679421937245 0.7656675022185832 67.00583275 2.1062508750000006
-1 gpu conv fp16 1 add fp16 1 relu fp16 1
-2 gpu conv perf 27 add fp16 1 relu fp16 1 pool_max fp16 1
-3 gpu conv fp16 1 add fp16 1 relu fp16 1
-4 gpu conv fp16 1 add fp16 1 relu fp16 1 pool_max fp16 1
-5 promise swing_level 3
-6 promise swing_level 5
-7 promise swing_level 5
-8 gpu conv samp 32 add fp16 1 relu fp16 1
-9 gpu conv samp 31 add fp16 1 relu fp16 1
-10 gpu conv samp 32 add fp16 1 relu fp16 1 pool_max fp16 1
-11 promise swing_level 5
-12 gpu conv perf 25 add fp16 1 relu fp16 1
-13 gpu conv samp 31 add fp16 1 relu fp16 1 pool_max fp16 1
-14 gpu mul fp16 1 add fp16 1 relu fp16 1
-15 gpu mul fp16 1 add fp16 1
-16 gpu softmax fp32 1
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